Duckietown Challenges Home Challenges Submissions

Evaluator 368

ID368
evaluatorrudolf-8
ownerAndrea Censi 🇨🇭
machineidsc-rudolf
processrudolf-8
versionDC:3.1.58;DCR:3.2.14;DTS:3.0.30
first heard
last heard
statusinactive
# evaluating
# success532 11409
# timeout3 15515
# failed52 11459
# error40 12133
# aborted
# host-error
arm
x86_64
Mac
gpu available
Number of processors
Processor frequency (MHz)
Free % of processors
RAM total (MB)
RAM free (MB)
Disk (MB)
Disk available (MB)
Docker Hub
P1
P2
Cloud simulations
PI Camera
# Duckiebots
Map 3x3 avaiable
Number of duckies
gpu cores
AIDO 2 Map LF public
AIDO 2 Map LF private
AIDO 2 Map LFV public
AIDO 2 Map LFV private
AIDO 2 Map LFVI public
AIDO 2 Map LFVI private
AIDO 3 Map LF public
AIDO 3 Map LF private
AIDO 3 Map LFV public
AIDO 3 Map LFV private
AIDO 3 Map LFVI public
AIDO 3 Map LFVI private
AIDO 5 Map large loop
ETU track
for 2021, map is ETH_small_inter
IPFS mountpoint /ipfs available
IPNS mountpoint /ipns available

Evaluator jobs

Job IDsubmissionuseruser labelchallengestepstatusup to dateevaluatordate starteddate completeddurationmessage
167782221William Domoney 🇬🇧Solution templateaido1_luck-v3step1successyesrudolf-80:00:49
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score192.909573936581


No reset possible
167582213Ruixiang Zhang 🇨🇦stay simpleaido1_LFV_r2_cont-v3step4-vizsuccessyesrudolf-80:05:39
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.039740963021420495
deviation-center-line_median0.8417982555432675
in-drivable-lane_median7.866666666666664


other stats
deviation-center-line_max0.999994151949852
deviation-center-line_mean0.7014724696580323
deviation-center-line_min0.25262422476437646
deviation-heading_max6.8781191582130115
deviation-heading_mean6.7940428998827915
deviation-heading_median6.856745158959872
deviation-heading_min6.427337339859582
driven_any_max0.12430256075656732
driven_any_mean0.11937330538161962
driven_any_median0.11855176279119928
driven_any_min0.11855176279118768
driven_lanedir_consec_max0.03992130774689295
driven_lanedir_consec_mean0.038948484420126946
driven_lanedir_consec_min0.03471447069583533
driven_lanedir_max0.03992130774689295
driven_lanedir_mean0.038948484420126946
driven_lanedir_median0.039740963021420495
driven_lanedir_min0.03471447069583533
in-drivable-lane_max8.733333333333322
in-drivable-lane_mean8.004761904761901
in-drivable-lane_min7.833333333333329
per-episodes
details{"ep000": {"driven_any": 0.12430256075656732, "driven_lanedir": 0.03471447069583533, "in-drivable-lane": 8.733333333333322, "deviation-heading": 6.427337339859582, "deviation-center-line": 0.25262422476437646, "driven_lanedir_consec": 0.03471447069583533}, "ep001": {"driven_any": 0.11855176295879125, "driven_lanedir": 0.03894594202799384, "in-drivable-lane": 8.000000000000004, "deviation-heading": 6.823755496461206, "deviation-center-line": 0.8705000169774323, "driven_lanedir_consec": 0.03894594202799384}, "ep002": {"driven_any": 0.11855176279119928, "driven_lanedir": 0.03976912016157797, "in-drivable-lane": 7.866666666666664, "deviation-heading": 6.856745158959872, "deviation-center-line": 0.8417982555432675, "driven_lanedir_consec": 0.03976912016157797}, "ep003": {"driven_any": 0.1185517627911904, "driven_lanedir": 0.03992130774689295, "in-drivable-lane": 7.833333333333329, "deviation-heading": 6.875644784247788, "deviation-center-line": 0.40629796409996344, "driven_lanedir_consec": 0.03992130774689295}, "ep004": {"driven_any": 0.11855176279120282, "driven_lanedir": 0.039663112118183186, "in-drivable-lane": 7.866666666666664, "deviation-heading": 6.8781191582130115, "deviation-center-line": 0.967297803135164, "driven_lanedir_consec": 0.039663112118183186}, "ep005": {"driven_any": 0.1185517627911986, "driven_lanedir": 0.039884475168984856, "in-drivable-lane": 7.866666666666664, "deviation-heading": 6.832189856996058, "deviation-center-line": 0.571794871136171, "driven_lanedir_consec": 0.039884475168984856}, "ep006": {"driven_any": 0.11855176279118768, "driven_lanedir": 0.039740963021420495, "in-drivable-lane": 7.866666666666664, "deviation-heading": 6.86450850444203, "deviation-center-line": 0.999994151949852, "driven_lanedir_consec": 0.039740963021420495}}
No reset possible
167562213Ruixiang Zhang 🇨🇦stay simpleaido1_LFV_r2_cont-v3step2-scoringsuccessyesrudolf-80:00:26
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.8058652380364947, "good_angle": 14.088723435462454, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 13.133333333333333}, "ep001": {"nsteps": 500, "reward": -1.1298418994043022, "good_angle": 14.172009014389696, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 13.133333333333333}, "ep002": {"nsteps": 500, "reward": -1.0770824895938858, "good_angle": 14.057542452818328, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.999999999999998}, "ep003": {"nsteps": 500, "reward": -0.7673722770339809, "good_angle": 14.031858876952592, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.966666666666663}, "ep004": {"nsteps": 500, "reward": -1.164952155594714, "good_angle": 14.073805761146389, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 13.033333333333331}, "ep005": {"nsteps": 500, "reward": -0.8886106103304774, "good_angle": 14.040471894995834, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 13.033333333333331}, "ep006": {"nsteps": 500, "reward": -1.18733815648593, "good_angle": 14.062555870754592, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.966666666666663}}
good_angle_max14.172009014389696
good_angle_mean14.075281043788554
good_angle_median14.062555870754592
good_angle_min14.031858876952592
reward_max-0.7673722770339809
reward_mean-1.0030089752113978
reward_median-1.0770824895938858
reward_min-1.18733815648593
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max2
traveled_tiles_mean1.1428571428571428
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max13.133333333333333
valid_direction_mean13.038095238095236
valid_direction_median13.033333333333331
valid_direction_min12.966666666666663
No reset possible
167542212Laurent MandrileSim Il Pytorch hypeaido1_LFV_r2_cont-v3step4-vizsuccessyesrudolf-80:01:17
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driven_lanedir_consec_median0.27922364500333363
deviation-center-line_median0.03407787527372411
in-drivable-lane_median0.3999999999999986


other stats
deviation-center-line_max0.15067126911444584
deviation-center-line_mean0.05516593039016189
deviation-center-line_min0.018654003101478203
deviation-heading_max0.3979226045636785
deviation-heading_mean0.19357409296961792
deviation-heading_median0.2852561324454046
deviation-heading_min0.017103835594651864
driven_any_max1.7237314883283756
driven_any_mean0.7886569903490159
driven_any_median0.8851607364162695
driven_any_min0.20964229131213935
driven_lanedir_consec_max1.386622104571851
driven_lanedir_consec_mean0.48087422088244747
driven_lanedir_consec_min0.11958751071101847
driven_lanedir_max1.386622104571851
driven_lanedir_mean0.48087422088244747
driven_lanedir_median0.27922364500333363
driven_lanedir_min0.11958751071101847
in-drivable-lane_max1.400000000000001
in-drivable-lane_mean0.3714285714285716
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.2345648429088594, "driven_lanedir": 0.11958751071101847, "in-drivable-lane": 1.400000000000001, "deviation-heading": 0.3979226045636785, "deviation-center-line": 0.03407787527372411, "driven_lanedir_consec": 0.11958751071101847}, "ep001": {"driven_any": 0.8851607364162695, "driven_lanedir": 0.522609939955813, "in-drivable-lane": 0.4000000000000008, "deviation-heading": 0.3194111137305952, "deviation-center-line": 0.06726600258200145, "driven_lanedir_consec": 0.522609939955813}, "ep002": {"driven_any": 0.20964229131213935, "driven_lanedir": 0.20913535543596096, "in-drivable-lane": 0, "deviation-heading": 0.01751740540120166, "deviation-center-line": 0.018654003101478203, "driven_lanedir_consec": 0.20913535543596096}, "ep003": {"driven_any": 0.27952249272430457, "driven_lanedir": 0.27922364500333363, "in-drivable-lane": 0, "deviation-heading": 0.017103835594651864, "deviation-center-line": 0.02012537976028662, "driven_lanedir_consec": 0.27922364500333363}, "ep004": {"driven_any": 0.20964341905103273, "driven_lanedir": 0.2092376561695901, "in-drivable-lane": 0, "deviation-heading": 0.01834540884649868, "deviation-center-line": 0.03309790108938209, "driven_lanedir_consec": 0.2092376561695901}, "ep005": {"driven_any": 1.7237314883283756, "driven_lanedir": 1.386622104571851, "in-drivable-lane": 0.3999999999999986, "deviation-heading": 0.2994621502052949, "deviation-center-line": 0.15067126911444584, "driven_lanedir_consec": 1.386622104571851}, "ep006": {"driven_any": 0.9783336617021304, "driven_lanedir": 0.6397033343295648, "in-drivable-lane": 0.4000000000000013, "deviation-heading": 0.2852561324454046, "deviation-center-line": 0.062269081809814865, "driven_lanedir_consec": 0.6397033343295648}}
No reset possible
167512212Laurent MandrileSim Il Pytorch hypeaido1_LFV_r2_cont-v3step2-scoringsuccessyesrudolf-80:00:25
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
survival_time_median1.3000000000000007


other stats
episodes
details{"ep000": {"nsteps": 54, "reward": -19.718729213914937, "good_angle": 0.8678027658921708, "survival_time": 1.8000000000000025, "traveled_tiles": 3, "valid_direction": 0.6666666666666687}, "ep001": {"nsteps": 39, "reward": -26.894880314094895, "good_angle": 3.8298428562473794, "survival_time": 1.3000000000000007, "traveled_tiles": 2, "valid_direction": 0.833333333333334}, "ep002": {"nsteps": 10, "reward": -102.31896308660508, "good_angle": 0.00039304030326085294, "survival_time": 0.3333333333333333, "traveled_tiles": 2, "valid_direction": 0}, "ep003": {"nsteps": 13, "reward": -81.39107808241478, "good_angle": 0.0008984098958963331, "survival_time": 0.4333333333333333, "traveled_tiles": 2, "valid_direction": 0}, "ep004": {"nsteps": 10, "reward": -101.03738312423228, "good_angle": 0.0011812102535081008, "survival_time": 0.3333333333333333, "traveled_tiles": 1, "valid_direction": 0}, "ep005": {"nsteps": 75, "reward": -14.265725794931251, "good_angle": 3.9707340550200554, "survival_time": 2.500000000000001, "traveled_tiles": 3, "valid_direction": 0.7999999999999989}, "ep006": {"nsteps": 43, "reward": -24.980682242748347, "good_angle": 4.057694792243213, "survival_time": 1.4333333333333345, "traveled_tiles": 2, "valid_direction": 0.8000000000000012}}
good_angle_max4.057694792243213
good_angle_mean1.8183638756936404
good_angle_median0.8678027658921708
good_angle_min0.00039304030326085294
reward_max-14.265725794931251
reward_mean-52.94392026556308
reward_median-26.894880314094895
reward_min-102.31896308660508
survival_time_max2.500000000000001
survival_time_mean1.1619047619047629
survival_time_min0.3333333333333333
traveled_tiles_max3
traveled_tiles_mean2.142857142857143
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max0.833333333333334
valid_direction_mean0.4428571428571432
valid_direction_median0.6666666666666687
valid_direction_min0
No reset possible
167482210Laurent MandrileSim Il Pytorch hypeaido1_LFV_r2_cont-v3step4-vizsuccessyesrudolf-80:01:10
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.27791294421826995
deviation-center-line_median0.05511573585531368
in-drivable-lane_median0.06666666666666665


other stats
deviation-center-line_max0.09056716769298634
deviation-center-line_mean0.05186122920093197
deviation-center-line_min0.02020712757221788
deviation-heading_max0.41008969171601134
deviation-heading_mean0.14566843835814627
deviation-heading_median0.07432181404194882
deviation-heading_min0.019224529955057936
driven_any_max1.211271614227301
driven_any_mean0.5989796353290849
driven_any_median0.4192859366539202
driven_any_min0.20964265894506173
driven_lanedir_consec_max0.6216837316572341
driven_lanedir_consec_mean0.3347944590997803
driven_lanedir_consec_min0.07781363603610902
driven_lanedir_max0.6216837316572341
driven_lanedir_mean0.3347944590997803
driven_lanedir_median0.27791294421826995
driven_lanedir_min0.07781363603610902
in-drivable-lane_max1.400000000000001
in-drivable-lane_mean0.32380952380952416
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.211271614227301, "driven_lanedir": 0.07781363603610902, "in-drivable-lane": 1.400000000000001, "deviation-heading": 0.41008969171601134, "deviation-center-line": 0.029769414204495553, "driven_lanedir_consec": 0.07781363603610902}, "ep001": {"driven_any": 0.8851588513207511, "driven_lanedir": 0.5350451706656748, "in-drivable-lane": 0.3666666666666675, "deviation-heading": 0.3540975342147073, "deviation-center-line": 0.07394344859054033, "driven_lanedir_consec": 0.5350451706656748}, "ep002": {"driven_any": 0.20964265894506173, "driven_lanedir": 0.2077639084922316, "in-drivable-lane": 0, "deviation-heading": 0.029723159916920625, "deviation-center-line": 0.02020712757221788, "driven_lanedir_consec": 0.2077639084922316}, "ep003": {"driven_any": 0.25622932024486017, "driven_lanedir": 0.25575683430906015, "in-drivable-lane": 0, "deviation-heading": 0.019224529955057936, "deviation-center-line": 0.02316037750512555, "driven_lanedir_consec": 0.25575683430906015}, "ep004": {"driven_any": 0.2795242060206835, "driven_lanedir": 0.27791294421826995, "in-drivable-lane": 0, "deviation-heading": 0.04125615044065979, "deviation-center-line": 0.05511573585531368, "driven_lanedir_consec": 0.27791294421826995}, "ep005": {"driven_any": 0.9317448598910164, "driven_lanedir": 0.6216837316572341, "in-drivable-lane": 0.43333333333333435, "deviation-heading": 0.09096618822171793, "deviation-center-line": 0.09056716769298634, "driven_lanedir_consec": 0.6216837316572341}, "ep006": {"driven_any": 0.4192859366539202, "driven_lanedir": 0.36758498831988184, "in-drivable-lane": 0.06666666666666665, "deviation-heading": 0.07432181404194882, "deviation-center-line": 0.07026533298584442, "driven_lanedir_consec": 0.36758498831988184}}
No reset possible
167222197Manfred DiazTensorflow templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:01:45
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
survival_time_median6.033333333333322


other stats
episodes
details{"ep000": {"nsteps": 269, "reward": -3.436150515373263, "good_angle": 5.612321122413074, "survival_time": 8.966666666666645, "traveled_tiles": 10, "valid_direction": 2.7333333333333267}, "ep001": {"nsteps": 258, "reward": -3.408186339881531, "good_angle": 0.9303045436462128, "survival_time": 8.59999999999998, "traveled_tiles": 16, "valid_direction": 0.6999999999999975}, "ep002": {"nsteps": 26, "reward": -37.747702836703795, "good_angle": 0.1933466143042092, "survival_time": 0.8666666666666666, "traveled_tiles": 2, "valid_direction": 0.29999999999999993}, "ep003": {"nsteps": 181, "reward": -4.76024798921294, "good_angle": 0.8784083816761078, "survival_time": 6.033333333333322, "traveled_tiles": 10, "valid_direction": 0.9666666666666646}, "ep004": {"nsteps": 54, "reward": -18.183521341394496, "good_angle": 0.8088615209668627, "survival_time": 1.8000000000000025, "traveled_tiles": 3, "valid_direction": 0.533333333333335}}
good_angle_max5.612321122413074
good_angle_mean1.6846484366012937
good_angle_median0.8784083816761078
good_angle_min0.1933466143042092
reward_max-3.408186339881531
reward_mean-13.507161804513206
reward_median-4.76024798921294
reward_min-37.747702836703795
survival_time_max8.966666666666645
survival_time_mean5.253333333333323
survival_time_min0.8666666666666666
traveled_tiles_max16
traveled_tiles_mean8.2
traveled_tiles_median10
traveled_tiles_min2
valid_direction_max2.7333333333333267
valid_direction_mean1.0466666666666646
valid_direction_median0.6999999999999975
valid_direction_min0.29999999999999993
No reset possible
167162194Manfred DiazTensorflow templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:01:39
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
survival_time_median5.766666666666656


other stats
episodes
details{"ep000": {"nsteps": 34, "reward": -29.34173456757494, "good_angle": 0.28255060465748416, "survival_time": 1.1333333333333335, "traveled_tiles": 2, "valid_direction": 0.5333333333333335}, "ep001": {"nsteps": 243, "reward": -3.176388649630203, "good_angle": 0.2560352394214846, "survival_time": 8.099999999999982, "traveled_tiles": 15, "valid_direction": 0.3999999999999996}, "ep002": {"nsteps": 230, "reward": -3.5159005670322347, "good_angle": 0.38110358829377106, "survival_time": 7.666666666666649, "traveled_tiles": 14, "valid_direction": 0.8999999999999975}, "ep003": {"nsteps": 173, "reward": -5.020101777670873, "good_angle": 1.0139797811306006, "survival_time": 5.766666666666656, "traveled_tiles": 10, "valid_direction": 0.966666666666664}, "ep004": {"nsteps": 55, "reward": -17.84344426709312, "good_angle": 1.0050624812455995, "survival_time": 1.8333333333333357, "traveled_tiles": 3, "valid_direction": 0.7333333333333352}}
good_angle_max1.0139797811306006
good_angle_mean0.587746338949788
good_angle_median0.38110358829377106
good_angle_min0.2560352394214846
reward_max-3.176388649630203
reward_mean-11.779513965800271
reward_median-5.020101777670873
reward_min-29.34173456757494
survival_time_max8.099999999999982
survival_time_mean4.899999999999991
survival_time_min1.1333333333333335
traveled_tiles_max15
traveled_tiles_mean8.8
traveled_tiles_median10
traveled_tiles_min2
valid_direction_max0.966666666666664
valid_direction_mean0.7066666666666659
valid_direction_median0.7333333333333352
valid_direction_min0.3999999999999996
No reset possible
167132193Manfred DiazTensorflow templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:13
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other stats
videos1
No reset possible
167112193Manfred DiazTensorflow templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:01:57
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other stats
simulation-passed1
No reset possible
167092192Manfred DiazTensorflow templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:41
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other stats
videos1
No reset possible
167062191Manfred DiazTensorflow templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:21
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driven_lanedir_median1.0636119618177085
deviation-center-line_median0.08853215271549984
in-drivable-lane_median0.06666666666666665


other stats
deviation-center-line_max0.6665962849309122
deviation-center-line_mean0.22953665251110025
deviation-center-line_min0.03064628616359383
deviation-heading_max1.3532881134268202
deviation-heading_mean0.5783230851807769
deviation-heading_median0.33294077917095166
deviation-heading_min0.2696326535315394
driven_any_max9.837890785648304
driven_any_mean3.4650081433112616
driven_any_median1.2140520304987423
driven_any_min1.0833254937193482
driven_lanedir_max9.1559921444236
driven_lanedir_mean3.0468136181158707
driven_lanedir_min0.13326351435919437
in-drivable-lane_max0.7999999999999999
in-drivable-lane_mean0.27333333333333304
in-drivable-lane_min0.033333333333333326
per-episodes
details{"ep000": {"driven_any": 1.0833254937193482, "driven_lanedir": 0.13326351435919437, "in-drivable-lane": 0.7999999999999999, "deviation-heading": 0.2696326535315394, "deviation-center-line": 0.03064628616359383}, "ep001": {"driven_any": 9.837890785648304, "driven_lanedir": 9.1559921444236, "in-drivable-lane": 0.3999999999999987, "deviation-heading": 1.3532881134268202, "deviation-center-line": 0.6665962849309122}, "ep002": {"driven_any": 4.046682766201221, "driven_lanedir": 3.861989841909328, "in-drivable-lane": 0.06666666666666654, "deviation-heading": 0.603311797160742, "deviation-center-line": 0.28089815122015915}, "ep003": {"driven_any": 1.143089640488693, "driven_lanedir": 1.0192106280695223, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.33244208261383146, "deviation-center-line": 0.08853215271549984}, "ep004": {"driven_any": 1.2140520304987423, "driven_lanedir": 1.0636119618177085, "in-drivable-lane": 0.06666666666666665, "deviation-heading": 0.33294077917095166, "deviation-center-line": 0.08101038752533597}}
No reset possible
167022190Manfred DiazTensorflow templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:03:54
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_median16.51539116634624
deviation-center-line_median0.8300739113874399
in-drivable-lane_median0.33333333333333426


other stats
deviation-center-line_max0.8980576036206417
deviation-center-line_mean0.595072726255124
deviation-center-line_min0.09391270741039942
deviation-heading_max2.109231824769644
deviation-heading_mean1.459809008985017
deviation-heading_median1.8867923185519857
deviation-heading_min0.4399442000318037
driven_any_max18.171156286810415
driven_any_mean12.5133867412314
driven_any_median18.01496857614605
driven_any_min1.9791639731799675
driven_lanedir_max17.493627250957175
driven_lanedir_mean11.769216875254054
driven_lanedir_min1.557224022487718
in-drivable-lane_max1.0666666666666675
in-drivable-lane_mean0.4666666666666671
in-drivable-lane_min0.2666666666666657
per-episodes
details{"ep000": {"driven_any": 18.01496857614605, "driven_lanedir": 16.51539116634624, "in-drivable-lane": 1.0666666666666675, "deviation-heading": 2.109231824769644, "deviation-center-line": 0.8538850528684241}, "ep001": {"driven_any": 18.171156286810415, "driven_lanedir": 17.493627250957175, "in-drivable-lane": 0.33333333333333426, "deviation-heading": 1.8867923185519857, "deviation-center-line": 0.8300739113874399}, "ep002": {"driven_any": 18.043790522802546, "driven_lanedir": 17.36964994483495, "in-drivable-lane": 0.33333333333333404, "deviation-heading": 1.962492741816749, "deviation-center-line": 0.8980576036206417}, "ep003": {"driven_any": 6.357854347218022, "driven_lanedir": 5.910191991644179, "in-drivable-lane": 0.2666666666666657, "deviation-heading": 0.900583959754904, "deviation-center-line": 0.29943435598871454}, "ep004": {"driven_any": 1.9791639731799675, "driven_lanedir": 1.557224022487718, "in-drivable-lane": 0.33333333333333426, "deviation-heading": 0.4399442000318037, "deviation-center-line": 0.09391270741039942}}
No reset possible
167002190Manfred DiazTensorflow templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:02:12
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.8524327046573162, "good_angle": 0.7953832282590082, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.9999999999999986}, "ep001": {"nsteps": 500, "reward": 1.0468123753368854, "good_angle": 0.13483880466346168, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.16666666666666607}, "ep002": {"nsteps": 500, "reward": 1.0018606685772538, "good_angle": 0.27386645960943234, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.2666666666666657}, "ep003": {"nsteps": 177, "reward": -4.8016453710316265, "good_angle": 0.7161965738797533, "survival_time": 5.899999999999989, "traveled_tiles": 11, "valid_direction": 0.466666666666665}, "ep004": {"nsteps": 57, "reward": -17.17957277465285, "good_angle": 0.4593658767409482, "survival_time": 1.9000000000000024, "traveled_tiles": 4, "valid_direction": 0.533333333333335}}
good_angle_max0.7953832282590082
good_angle_mean0.4759301886305208
good_angle_median0.4593658767409482
good_angle_min0.13483880466346168
reward_max1.0468123753368854
reward_mean-3.816022479422605
reward_median0.8524327046573162
reward_min-17.17957277465285
survival_time_max16.666666666666654
survival_time_mean11.559999999999992
survival_time_min1.9000000000000024
traveled_tiles_max18
traveled_tiles_mean13.8
traveled_tiles_median18
traveled_tiles_min4
valid_direction_max0.9999999999999986
valid_direction_mean0.4866666666666661
valid_direction_median0.466666666666665
valid_direction_min0.16666666666666607
No reset possible
166902081David AbrahamCopy of #8: sub 1139 by David (Pytorch IL)aido1_LFV_r2-v3step4-vizsuccessyesrudolf-80:01:42
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.5518748642840066
deviation-center-line_median0.07958923067182998
in-drivable-lane_median0.16666666666666718


other stats
deviation-center-line_max0.3534050425794859
deviation-center-line_mean0.09995818657588688
deviation-center-line_min0
deviation-heading_max0.998330539410922
deviation-heading_mean0.3780174536869544
deviation-heading_median0.24562151165419455
deviation-heading_min0
driven_any_max5.861479500634307
driven_any_mean2.3514099330384104
driven_any_median1.4461947722055506
driven_any_min0.5282051371668578
driven_lanedir_consec_max5.729002414271505
driven_lanedir_consec_mean1.454999524418741
driven_lanedir_consec_min0
driven_lanedir_max5.729002414271505
driven_lanedir_mean1.4627828035908066
driven_lanedir_median0.606357818488463
driven_lanedir_min0
in-drivable-lane_max3.1666666666666634
in-drivable-lane_mean0.966666666666665
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.7825107959975814, "driven_lanedir": 0, "in-drivable-lane": 0.9333333333333332, "deviation-heading": 0, "deviation-center-line": 0, "driven_lanedir_consec": 0}, "ep001": {"driven_any": 5.861479500634307, "driven_lanedir": 5.729002414271505, "in-drivable-lane": 0, "deviation-heading": 0.998330539410922, "deviation-center-line": 0.3534050425794859, "driven_lanedir_consec": 5.729002414271505}, "ep002": {"driven_any": 0.7207569728163826, "driven_lanedir": 0.49759362291715425, "in-drivable-lane": 0.16666666666666663, "deviation-heading": 0.24562151165419455, "deviation-center-line": 0.031055641849187375, "driven_lanedir_consec": 0.49759362291715425}, "ep003": {"driven_any": 0.5282051371668578, "driven_lanedir": 0.5062431351524155, "in-drivable-lane": 0, "deviation-heading": 0.17260445153818085, "deviation-center-line": 0.03599045406297237, "driven_lanedir_consec": 0.5062431351524155}, "ep004": {"driven_any": 3.647442188554088, "driven_lanedir": 1.660629887854414, "in-drivable-lane": 2.333333333333325, "deviation-heading": 0.23751609643644556, "deviation-center-line": 0.1104402996716508, "driven_lanedir_consec": 1.660629887854414}, "ep005": {"driven_any": 1.4461947722055506, "driven_lanedir": 1.2396527464516929, "in-drivable-lane": 0.16666666666666718, "deviation-heading": 0.2892831734799989, "deviation-center-line": 0.07958923067182998, "driven_lanedir_consec": 1.2396527464516929}, "ep006": {"driven_any": 3.473280163894105, "driven_lanedir": 0.606357818488463, "in-drivable-lane": 3.1666666666666634, "deviation-heading": 0.7027664032889394, "deviation-center-line": 0.08922663719608179, "driven_lanedir_consec": 0.5518748642840066}}
No reset possible
166772180Edoardo Gabbi 🇮🇹Copy of #49: sub 792 by Edward (Random execution)aido1_LF1_r4-v3step4-vizsuccessyesrudolf-80:01:59
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.5778839400759668
deviation-center-line_median0.11604914087052282
in-drivable-lane_median0.4333333333333347


other stats
deviation-center-line_max0.15570483192693005
deviation-center-line_mean0.10167816346319516
deviation-center-line_min0.04135347244190688
deviation-heading_max0.4921712432255317
deviation-heading_mean0.19583541701351312
deviation-heading_median0.15169419221520228
deviation-heading_min0.08259055953868331
driven_any_max1.160000000000001
driven_any_mean0.9257142857142868
driven_any_median0.9199999999999942
driven_any_min0.580000000000007
driven_lanedir_consec_max0.887762718439217
driven_lanedir_consec_mean0.6086828308973847
driven_lanedir_consec_min0.1092637024051637
driven_lanedir_max0.887762718439217
driven_lanedir_mean0.6086828308973847
driven_lanedir_median0.5778839400759668
driven_lanedir_min0.1092637024051637
in-drivable-lane_max1.400000000000001
in-drivable-lane_mean0.4714285714285724
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.0999999999999996, "driven_lanedir": 0.1092637024051637, "in-drivable-lane": 1.400000000000001, "deviation-heading": 0.4921712432255317, "deviation-center-line": 0.04135347244190688, "driven_lanedir_consec": 0.1092637024051637}, "ep001": {"driven_any": 0.8000000000000074, "driven_lanedir": 0.7982761326643457, "in-drivable-lane": 0, "deviation-heading": 0.08753529617949395, "deviation-center-line": 0.15570483192693005, "driven_lanedir_consec": 0.7982761326643457}, "ep002": {"driven_any": 0.7999999999999972, "driven_lanedir": 0.5610331450477434, "in-drivable-lane": 0.3666666666666677, "deviation-heading": 0.1882775906036439, "deviation-center-line": 0.05851684031378574, "driven_lanedir_consec": 0.5610331450477434}, "ep003": {"driven_any": 1.120000000000001, "driven_lanedir": 0.7737403939420011, "in-drivable-lane": 0.5666666666666684, "deviation-heading": 0.1064050866283442, "deviation-center-line": 0.14647996051732243, "driven_lanedir_consec": 0.7737403939420011}, "ep004": {"driven_any": 1.160000000000001, "driven_lanedir": 0.887762718439217, "in-drivable-lane": 0.4333333333333347, "deviation-heading": 0.15169419221520228, "deviation-center-line": 0.14975151789623814, "driven_lanedir_consec": 0.887762718439217}, "ep005": {"driven_any": 0.580000000000007, "driven_lanedir": 0.5778839400759668, "in-drivable-lane": 0, "deviation-heading": 0.08259055953868331, "deviation-center-line": 0.11604914087052282, "driven_lanedir_consec": 0.5778839400759668}, "ep006": {"driven_any": 0.9199999999999942, "driven_lanedir": 0.5528197837072557, "in-drivable-lane": 0.533333333333335, "deviation-heading": 0.26217395070369265, "deviation-center-line": 0.04389138027566021, "driven_lanedir_consec": 0.5528197837072557}}
No reset possible
166702173Benson KuanCopy of #42: sub 769 by kbenson (AMOD18-AIDO not that random execution)aido1_LF1_r4-v3step4-vizsuccessyesrudolf-80:01:12
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.5579571365591243
deviation-center-line_median0.056023723178873094
in-drivable-lane_median0.23333333333333328


other stats
deviation-center-line_max0.07856940306194948
deviation-center-line_mean0.04942475608133575
deviation-center-line_min0.01769642696719341
deviation-heading_max0.22754513379675223
deviation-heading_mean0.09422523198060184
deviation-heading_median0.07111836021471112
deviation-heading_min0.039871304604881586
driven_any_max1.1599999999999997
driven_any_mean0.9200000000000006
driven_any_median0.9199999999999956
driven_any_min0.5600000000000018
driven_lanedir_consec_max0.8690088227445094
driven_lanedir_consec_mean0.5959210438966147
driven_lanedir_consec_min0.10048931934583294
driven_lanedir_max0.8690088227445094
driven_lanedir_mean0.5959210438966147
driven_lanedir_median0.5579571365591243
driven_lanedir_min0.10048931934583294
in-drivable-lane_max0.7
in-drivable-lane_mean0.24285714285714283
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.0800000000000023, "driven_lanedir": 0.10048931934583294, "in-drivable-lane": 0.7, "deviation-heading": 0.22754513379675223, "deviation-center-line": 0.01769642696719341, "driven_lanedir_consec": 0.10048931934583294}, "ep001": {"driven_any": 0.800000000000006, "driven_lanedir": 0.7982762706436004, "in-drivable-lane": 0, "deviation-heading": 0.043767648089746966, "deviation-center-line": 0.07856940306194948, "driven_lanedir_consec": 0.7982762706436004}, "ep002": {"driven_any": 0.7999999999999972, "driven_lanedir": 0.5427180225543602, "in-drivable-lane": 0.2, "deviation-heading": 0.08858834572731211, "deviation-center-line": 0.027277636636860392, "driven_lanedir_consec": 0.5427180225543602}, "ep003": {"driven_any": 1.1200000000000006, "driven_lanedir": 0.7545365681033178, "in-drivable-lane": 0.29999999999999993, "deviation-heading": 0.04954101015386472, "deviation-center-line": 0.0709131907199231, "driven_lanedir_consec": 0.7545365681033178}, "ep004": {"driven_any": 1.1599999999999997, "driven_lanedir": 0.8690088227445094, "in-drivable-lane": 0.23333333333333328, "deviation-heading": 0.07111836021471112, "deviation-center-line": 0.07233129477553597, "driven_lanedir_consec": 0.8690088227445094}, "ep005": {"driven_any": 0.5600000000000018, "driven_lanedir": 0.5579571365591243, "in-drivable-lane": 0, "deviation-heading": 0.039871304604881586, "deviation-center-line": 0.056023723178873094, "driven_lanedir_consec": 0.5579571365591243}, "ep006": {"driven_any": 0.9199999999999956, "driven_lanedir": 0.5484611673255573, "in-drivable-lane": 0.2666666666666666, "deviation-heading": 0.13914482127694405, "deviation-center-line": 0.023161617229014827, "driven_lanedir_consec": 0.5484611673255573}}
No reset possible
166502153Gunshi Gupta 🇨🇦Copy of #22: sub 1268 by gunshi (ROS-based Lane Following)aido1_LF1_r4-v3step4-vizsuccessyesrudolf-80:05:03
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median1.1820972407528416
deviation-center-line_median0.36600946549873087
in-drivable-lane_median12.133333333333328


other stats
deviation-center-line_max0.7892463753388207
deviation-center-line_mean0.3951215682416315
deviation-center-line_min0.12172793401097429
deviation-heading_max1.547246484186424
deviation-heading_mean0.954433662346131
deviation-heading_median0.8152831003637339
deviation-heading_min0.26053298692700383
driven_any_max5.3461728416952345
driven_any_mean4.648017838977914
driven_any_median5.345913092857622
driven_any_min0.460726592400749
driven_lanedir_consec_max2.5510499437467895
driven_lanedir_consec_mean1.2474503196455762
driven_lanedir_consec_min0.4096742902188726
driven_lanedir_max2.5510499437467895
driven_lanedir_mean1.2474503196455762
driven_lanedir_median1.1820972407528416
driven_lanedir_min0.4096742902188726
in-drivable-lane_max15.13333333333329
in-drivable-lane_mean10.342857142857133
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.345386984448433, "driven_lanedir": 0.4096742902188726, "in-drivable-lane": 15.13333333333329, "deviation-heading": 0.7397524588173773, "deviation-center-line": 0.1713687177544723, "driven_lanedir_consec": 0.4096742902188726}, "ep001": {"driven_any": 5.3461728416952345, "driven_lanedir": 1.3813193414283969, "in-drivable-lane": 12.133333333333328, "deviation-heading": 0.7977745749012363, "deviation-center-line": 0.41170705561230936, "driven_lanedir_consec": 1.3813193414283969}, "ep002": {"driven_any": 5.34600921503212, "driven_lanedir": 0.5809770563187188, "in-drivable-lane": 14.53333333333332, "deviation-heading": 1.014870976359327, "deviation-center-line": 0.1960304897721509, "driven_lanedir_consec": 0.5809770563187188}, "ep003": {"driven_any": 5.346045908339617, "driven_lanedir": 1.1820972407528416, "in-drivable-lane": 12.733333333333318, "deviation-heading": 0.8152831003637339, "deviation-center-line": 0.36600946549873087, "driven_lanedir_consec": 1.1820972407528416}, "ep004": {"driven_any": 5.345913092857622, "driven_lanedir": 2.1808379739177206, "in-drivable-lane": 9.500000000000004, "deviation-heading": 1.547246484186424, "deviation-center-line": 0.7097609397039621, "driven_lanedir_consec": 2.1808379739177206}, "ep005": {"driven_any": 5.345870238071626, "driven_lanedir": 2.5510499437467895, "in-drivable-lane": 8.366666666666672, "deviation-heading": 1.505575054867816, "deviation-center-line": 0.7892463753388207, "driven_lanedir_consec": 2.5510499437467895}, "ep006": {"driven_any": 0.460726592400749, "driven_lanedir": 0.446196391135693, "in-drivable-lane": 0, "deviation-heading": 0.26053298692700383, "deviation-center-line": 0.12172793401097429, "driven_lanedir_consec": 0.446196391135693}}
No reset possible
166412128Aneri MuniCopy of #55: sub 781 by amuni (AMOD18-AIDO not that random execution)aido1_LFV_r2-v3step4-vizsuccessyesrudolf-80:01:18
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.44957977256304793
deviation-center-line_median0.06077922450429535
in-drivable-lane_median0


other stats
deviation-center-line_max0.1553782140357205
deviation-center-line_mean0.06689240922730981
deviation-center-line_min0
deviation-heading_max0.35154846937564155
deviation-heading_mean0.14441270263225428
deviation-heading_median0.14115441700404496
deviation-heading_min0
driven_any_max1.1213083928003424
driven_any_mean0.5679385031639763
driven_any_median0.4740675930818306
driven_any_min0.2235423813153364
driven_lanedir_consec_max0.7173254180218009
driven_lanedir_consec_mean0.37573323118883584
driven_lanedir_consec_min0
driven_lanedir_max0.7173254180218009
driven_lanedir_mean0.37573323118883584
driven_lanedir_median0.44957977256304793
driven_lanedir_min0
in-drivable-lane_max1.1
in-drivable-lane_mean0.3809523809523814
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.5239266506564114, "driven_lanedir": 0, "in-drivable-lane": 1.1, "deviation-heading": 0, "deviation-center-line": 0, "driven_lanedir_consec": 0}, "ep001": {"driven_any": 0.2235423813153364, "driven_lanedir": 0.2228808017097612, "in-drivable-lane": 0, "deviation-heading": 0.03171989890122872, "deviation-center-line": 0.02368546265163498, "driven_lanedir_consec": 0.2228808017097612}, "ep002": {"driven_any": 0.4740675930818306, "driven_lanedir": 0.44957977256304793, "in-drivable-lane": 0, "deviation-heading": 0.2760982376857969, "deviation-center-line": 0.059972496353363144, "driven_lanedir_consec": 0.44957977256304793}, "ep003": {"driven_any": 0.4581172974753233, "driven_lanedir": 0.4513678254270981, "in-drivable-lane": 0, "deviation-heading": 0.14115441700404496, "deviation-center-line": 0.06822781057304449, "driven_lanedir_consec": 0.4513678254270981}, "ep004": {"driven_any": 0.9333812577602124, "driven_lanedir": 0.5502810328427501, "in-drivable-lane": 0.766666666666669, "deviation-heading": 0.1444604483604694, "deviation-center-line": 0.1553782140357205, "driven_lanedir_consec": 0.5502810328427501}, "ep005": {"driven_any": 0.24122594905837777, "driven_lanedir": 0.2386977677573925, "in-drivable-lane": 0, "deviation-heading": 0.06590744709859847, "deviation-center-line": 0.06077922450429535, "driven_lanedir_consec": 0.2386977677573925}, "ep006": {"driven_any": 1.1213083928003424, "driven_lanedir": 0.7173254180218009, "in-drivable-lane": 0.8000000000000003, "deviation-heading": 0.35154846937564155, "deviation-center-line": 0.1002036564731102, "driven_lanedir_consec": 0.7173254180218009}}
No reset possible
166302097Mandana Samiei 🇨🇦Copy of #24: sub 687 by MandanaSamiei (ROS-based Lane Following)aido1_LFV_r2-v3step4-vizsuccessyesrudolf-80:01:26
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.28745868207656655
deviation-center-line_median0.05012061122627089
in-drivable-lane_median0


other stats
deviation-center-line_max0.2830544648964358
deviation-center-line_mean0.08934290711543828
deviation-center-line_min0
deviation-heading_max1.0187426445343335
deviation-heading_mean0.3185495817110762
deviation-heading_median0.20611033198001735
deviation-heading_min0
driven_any_max1.2210496192367786
driven_any_mean0.4390887861847252
driven_any_median0.32136201177992263
driven_any_min0.12844891809608894
driven_lanedir_consec_max1.148111569041626
driven_lanedir_consec_mean0.34304704402978914
driven_lanedir_consec_min0
driven_lanedir_max1.148111569041626
driven_lanedir_mean0.34304704402978914
driven_lanedir_median0.28745868207656655
driven_lanedir_min0
in-drivable-lane_max1.2666666666666673
in-drivable-lane_mean0.22380952380952404
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.4070700002051344, "driven_lanedir": 0, "in-drivable-lane": 1.2666666666666673, "deviation-heading": 0, "deviation-center-line": 0, "driven_lanedir_consec": 0}, "ep001": {"driven_any": 0.32136201177992263, "driven_lanedir": 0.31147986449694853, "in-drivable-lane": 0, "deviation-heading": 0.20611033198001735, "deviation-center-line": 0.03352411920662172, "driven_lanedir_consec": 0.31147986449694853}, "ep002": {"driven_any": 0.21421530645841136, "driven_lanedir": 0.2083360504991316, "in-drivable-lane": 0, "deviation-heading": 0.12587612055416372, "deviation-center-line": 0.05994901528442413, "driven_lanedir_consec": 0.2083360504991316}, "ep003": {"driven_any": 0.31049158563662654, "driven_lanedir": 0.28745868207656655, "in-drivable-lane": 0, "deviation-heading": 0.3420648975154272, "deviation-center-line": 0.05012061122627089, "driven_lanedir_consec": 0.28745868207656655}, "ep004": {"driven_any": 0.47098406188011377, "driven_lanedir": 0.3421592194132552, "in-drivable-lane": 0.30000000000000093, "deviation-heading": 0.3597693334882592, "deviation-center-line": 0.15280133523825482, "driven_lanedir_consec": 0.3421592194132552}, "ep005": {"driven_any": 0.12844891809608894, "driven_lanedir": 0.10378392268099625, "in-drivable-lane": 0, "deviation-heading": 0.17728374390533264, "deviation-center-line": 0.04595080395606059, "driven_lanedir_consec": 0.10378392268099625}, "ep006": {"driven_any": 1.2210496192367786, "driven_lanedir": 1.148111569041626, "in-drivable-lane": 0, "deviation-heading": 1.0187426445343335, "deviation-center-line": 0.2830544648964358, "driven_lanedir_consec": 1.148111569041626}}
No reset possible
166192118Martin Weiss 🇨🇦Copy of #45: sub 1138 by daredevil (PyTorch template)aido1_LFV_r2-v3step4-vizsuccessyesrudolf-80:01:18
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.5535395641065327
deviation-center-line_median0.04869852418532376
in-drivable-lane_median0.3


other stats
deviation-center-line_max0.09147868266606296
deviation-center-line_mean0.04998537839225853
deviation-center-line_min0.01747358964306885
deviation-heading_max0.22256260241881448
deviation-heading_mean0.09464350284889976
deviation-heading_median0.04983791457466716
deviation-heading_min0.01587105723313637
driven_any_max1.6400000000000077
driven_any_mean1.05714285714286
driven_any_median0.9199999999999998
driven_any_min0.4399999999999995
driven_lanedir_consec_max1.2705819089719013
driven_lanedir_consec_mean0.6877124735740454
driven_lanedir_consec_min0.10583213782674572
driven_lanedir_max1.2705819089719013
driven_lanedir_mean0.6877124735740454
driven_lanedir_median0.5535395641065327
driven_lanedir_min0.10583213782674572
in-drivable-lane_max0.7999999999999999
in-drivable-lane_mean0.2809523809523812
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.2000000000000055, "driven_lanedir": 0.10583213782674572, "in-drivable-lane": 0.7999999999999999, "deviation-heading": 0.22256260241881448, "deviation-center-line": 0.01747358964306885, "driven_lanedir_consec": 0.10583213782674572}, "ep001": {"driven_any": 1.6400000000000077, "driven_lanedir": 1.2705819089719013, "in-drivable-lane": 0.2666666666666675, "deviation-heading": 0.14756251052476457, "deviation-center-line": 0.0523102164832867, "driven_lanedir_consec": 1.2705819089719013}, "ep002": {"driven_any": 0.4399999999999995, "driven_lanedir": 0.4395878959741144, "in-drivable-lane": 0, "deviation-heading": 0.01587105723313637, "deviation-center-line": 0.04869852418532376, "driven_lanedir_consec": 0.4395878959741144}, "ep003": {"driven_any": 0.9199999999999998, "driven_lanedir": 0.5535395641065327, "in-drivable-lane": 0.3, "deviation-heading": 0.04983791457466716, "deviation-center-line": 0.04696373067256927, "driven_lanedir_consec": 0.5535395641065327}, "ep004": {"driven_any": 0.7599999999999953, "driven_lanedir": 0.39462727480833193, "in-drivable-lane": 0.3, "deviation-heading": 0.03990176299600275, "deviation-center-line": 0.04182711064568109, "driven_lanedir_consec": 0.39462727480833193}, "ep005": {"driven_any": 1.5600000000000134, "driven_lanedir": 1.1707607428489912, "in-drivable-lane": 0.30000000000000093, "deviation-heading": 0.15282592862251804, "deviation-center-line": 0.051145794449817046, "driven_lanedir_consec": 1.1707607428489912}, "ep006": {"driven_any": 0.8799999999999992, "driven_lanedir": 0.8790577904817014, "in-drivable-lane": 0, "deviation-heading": 0.033942743572395, "deviation-center-line": 0.09147868266606296, "driven_lanedir_consec": 0.8790577904817014}}
No reset possible
166002136Vincent Mai 🇨🇦Copy of #5: sub 1033 by VincentMai (ROS-based Lane Following)aido1_LF1_r4-v3step4-vizsuccessyesrudolf-80:04:54
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median8.749891696226884
deviation-center-line_median0.9746965507103356
in-drivable-lane_median2.0666666666666593


other stats
deviation-center-line_max1.724807613901971
deviation-center-line_mean0.9946270559941672
deviation-center-line_min0.10770826051547527
deviation-heading_max2.9132202055377845
deviation-heading_mean1.631688492117185
deviation-heading_median1.625866649655921
deviation-heading_min0.04205043922517444
driven_any_max18.84385155859078
driven_any_mean11.665803942136115
driven_any_median10.951269196719563
driven_any_min1.0799999999999987
driven_lanedir_consec_max14.93351044277016
driven_lanedir_consec_mean8.511794260074462
driven_lanedir_consec_min1.0787132154070032
driven_lanedir_max14.93351044277016
driven_lanedir_mean9.34987485535685
driven_lanedir_median8.898382787290675
driven_lanedir_min1.0787132154070032
in-drivable-lane_max3.1999999999999904
in-drivable-lane_mean1.7476190476190423
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 18.84385155859078, "driven_lanedir": 14.68654481358988, "in-drivable-lane": 3.1999999999999904, "deviation-heading": 2.3896096135239926, "deviation-center-line": 1.524128894865331, "driven_lanedir_consec": 14.68654481358988}, "ep001": {"driven_any": 18.547525564239372, "driven_lanedir": 14.616455863203615, "in-drivable-lane": 3.033333333333323, "deviation-heading": 2.6041369764069406, "deviation-center-line": 1.5593665979720064, "driven_lanedir_consec": 8.749891696226884}, "ep002": {"driven_any": 3.2362835804385615, "driven_lanedir": 3.2065064177591105, "in-drivable-lane": 0, "deviation-heading": 0.26042296753052474, "deviation-center-line": 0.20569503110537687, "driven_lanedir_consec": 3.2065064177591105}, "ep003": {"driven_any": 18.17160498562965, "driven_lanedir": 14.93351044277016, "in-drivable-lane": 2.366666666666663, "deviation-heading": 2.9132202055377845, "deviation-center-line": 1.724807613901971, "driven_lanedir_consec": 14.93351044277016}, "ep004": {"driven_any": 10.83009270933489, "driven_lanedir": 8.02901044747751, "in-drivable-lane": 2.0666666666666593, "deviation-heading": 1.625866649655921, "deviation-center-line": 0.8659864428886732, "driven_lanedir_consec": 8.02901044747751}, "ep005": {"driven_any": 1.0799999999999987, "driven_lanedir": 1.0787132154070032, "in-drivable-lane": 0, "deviation-heading": 0.04205043922517444, "deviation-center-line": 0.10770826051547527, "driven_lanedir_consec": 1.0787132154070032}, "ep006": {"driven_any": 10.951269196719563, "driven_lanedir": 8.898382787290675, "in-drivable-lane": 1.566666666666661, "deviation-heading": 1.5865125929399582, "deviation-center-line": 0.9746965507103356, "driven_lanedir_consec": 8.898382787290675}}
No reset possible
165822072Wei Gao 🇸🇬Copy of #1: sub 1633 by WEIGAO (First trial)aido1_LF1_r4-v3step4-vizsuccessyesrudolf-80:05:28
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median17.410990082676825
deviation-center-line_median0.28490831546479445
in-drivable-lane_median0


other stats
deviation-center-line_max0.5935736021140995
deviation-center-line_mean0.3445022302413157
deviation-center-line_min0.021604559012538285
deviation-heading_max1.781383298075152
deviation-heading_mean1.0656565769150546
deviation-heading_median1.2035530552725715
deviation-heading_min0.02138418203915921
driven_any_max18.64769387247215
driven_any_mean12.066834442408393
driven_any_median18.469829251563716
driven_any_min0.382129615111452
driven_lanedir_consec_max18.436466512723463
driven_lanedir_consec_mean11.742110278319
driven_lanedir_consec_min0.3547016332420685
driven_lanedir_max18.436466512723463
driven_lanedir_mean11.742110278319
driven_lanedir_median17.410990082676825
driven_lanedir_min0.3547016332420685
in-drivable-lane_max0.966666666666668
in-drivable-lane_mean0.18571428571428591
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 18.469829251563716, "driven_lanedir": 17.932156968092315, "in-drivable-lane": 0.3, "deviation-heading": 1.781383298075152, "deviation-center-line": 0.5935736021140995, "driven_lanedir_consec": 17.932156968092315}, "ep001": {"driven_any": 9.41747442788139, "driven_lanedir": 9.285332031639747, "in-drivable-lane": 0, "deviation-heading": 0.9235736621180932, "deviation-center-line": 0.28490831546479445, "driven_lanedir_consec": 9.285332031639747}, "ep002": {"driven_any": 0.4212510600489533, "driven_lanedir": 0.3547016332420685, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.1155025046280199, "deviation-center-line": 0.021604559012538285, "driven_lanedir_consec": 0.3547016332420685}, "ep003": {"driven_any": 18.64769387247215, "driven_lanedir": 18.436466512723463, "in-drivable-lane": 0, "deviation-heading": 1.7185142230766497, "deviation-center-line": 0.5852705211347878, "driven_lanedir_consec": 18.436466512723463}, "ep004": {"driven_any": 18.58700631773924, "driven_lanedir": 18.39389491150657, "in-drivable-lane": 0, "deviation-heading": 1.6956851131957364, "deviation-center-line": 0.5934770337610016, "driven_lanedir_consec": 18.39389491150657}, "ep005": {"driven_any": 18.54245655204185, "driven_lanedir": 17.410990082676825, "in-drivable-lane": 0.966666666666668, "deviation-heading": 1.2035530552725715, "deviation-center-line": 0.28474265658290643, "driven_lanedir_consec": 17.410990082676825}, "ep006": {"driven_any": 0.382129615111452, "driven_lanedir": 0.381229808352022, "in-drivable-lane": 0, "deviation-heading": 0.02138418203915921, "deviation-center-line": 0.04793892361908171, "driven_lanedir_consec": 0.381229808352022}}
No reset possible
165752074Wei Gao 🇸🇬Copy of #1: sub 1633 by WEIGAO (First trial)aido1_LFV_r2-v3step4-vizsuccessnorudolf-80:04:28
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_consec_median0.5939307644183754
deviation-center-line_median0.30002344186070123
in-drivable-lane_median0


other stats
deviation-center-line_max0.3991086522816183
deviation-center-line_mean0.21319146656274104
deviation-center-line_min0.04298016285470663
deviation-heading_max1.5957654715256178
deviation-heading_mean0.8104603352602879
deviation-heading_median1.0721886810086705
deviation-heading_min0.09118884201520364
driven_any_max0.6184898166091791
driven_any_mean0.37168538911789073
driven_any_median0.6084777312487771
driven_any_min0.023379445267067908
driven_lanedir_consec_max0.6157094756041783
driven_lanedir_consec_mean0.3623955850215433
driven_lanedir_consec_min0.01820274400561504
driven_lanedir_max0.6157094756041783
driven_lanedir_mean0.362398773416995
driven_lanedir_median0.5939307644183754
driven_lanedir_min0.018225062773777324
in-drivable-lane_max0.7666666666666666
in-drivable-lane_mean0.1857142857142856
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.09162312030004968, "driven_lanedir": 0.060509837976046414, "in-drivable-lane": 0.7666666666666666, "deviation-heading": 0.2322468618175353, "deviation-center-line": 0.048687298585042275, "driven_lanedir_consec": 0.060509837976046414}, "ep001": {"driven_any": 0.028627677782701404, "driven_lanedir": 0.018225062773777324, "in-drivable-lane": 0.23333333333333328, "deviation-heading": 0.25409956427245906, "deviation-center-line": 0.04298016285470663, "driven_lanedir_consec": 0.01820274400561504}, "ep002": {"driven_any": 0.6152553178449747, "driven_lanedir": 0.6120544926184098, "in-drivable-lane": 0, "deviation-heading": 1.2712587754760594, "deviation-center-line": 0.34792750470119166, "driven_lanedir_consec": 0.6120544926184098}, "ep003": {"driven_any": 0.6084777312487771, "driven_lanedir": 0.5939307644183754, "in-drivable-lane": 0.29999999999999927, "deviation-heading": 1.5957654715256178, "deviation-center-line": 0.3991086522816183, "driven_lanedir_consec": 0.5939307644183754}, "ep004": {"driven_any": 0.6184898166091791, "driven_lanedir": 0.6157094756041783, "in-drivable-lane": 0, "deviation-heading": 1.0721886810086705, "deviation-center-line": 0.30002344186070123, "driven_lanedir_consec": 0.6157094756041783}, "ep005": {"driven_any": 0.023379445267067908, "driven_lanedir": 0.023047052698336377, "in-drivable-lane": 0, "deviation-heading": 0.09118884201520364, "deviation-center-line": 0.0476730469276388, "driven_lanedir_consec": 0.023047052698336377}, "ep006": {"driven_any": 0.6159446147724851, "driven_lanedir": 0.6133147278298414, "in-drivable-lane": 0, "deviation-heading": 1.1564741507064693, "deviation-center-line": 0.30594015872828845, "driven_lanedir_consec": 0.6133147278298414}}
No reset possible
165722078Vincent Mai 🇨🇦Copy of #5: sub 1033 by VincentMai (ROS-based Lane Following)aido1_LFV_r2-v3step2-scoringsuccessyesrudolf-80:01:53
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
survival_time_median3.3333333333333313


other stats
episodes
details{"ep000": {"nsteps": 17, "reward": -61.139185442644006, "good_angle": 0.29306876047260144, "survival_time": 0.5666666666666667, "traveled_tiles": 2, "valid_direction": 0.4333333333333333}, "ep001": {"nsteps": 177, "reward": -5.927835618403588, "good_angle": 8.79445316028483, "survival_time": 5.899999999999989, "traveled_tiles": 13, "valid_direction": 1.8333333333333288}, "ep002": {"nsteps": 100, "reward": -10.570228480640798, "good_angle": 7.379411130721357, "survival_time": 3.3333333333333313, "traveled_tiles": 8, "valid_direction": 1.2333333333333325}, "ep003": {"nsteps": 247, "reward": -4.40635524527264, "good_angle": 11.97701923251308, "survival_time": 8.233333333333315, "traveled_tiles": 14, "valid_direction": 2.966666666666661}, "ep004": {"nsteps": 84, "reward": -11.384280879050491, "good_angle": 0.20165124360264583, "survival_time": 2.8, "traveled_tiles": 6, "valid_direction": 0.2666666666666667}, "ep005": {"nsteps": 130, "reward": -7.362766142125026, "good_angle": 0.2229190971525548, "survival_time": 4.333333333333328, "traveled_tiles": 9, "valid_direction": 0.2333333333333325}, "ep006": {"nsteps": 16, "reward": -63.173296155408025, "good_angle": 0.059119262248922555, "survival_time": 0.5333333333333333, "traveled_tiles": 2, "valid_direction": 0.30000000000000004}}
good_angle_max11.97701923251308
good_angle_mean4.132520269570857
good_angle_median0.29306876047260144
good_angle_min0.059119262248922555
reward_max-4.40635524527264
reward_mean-23.423421137649225
reward_median-10.570228480640798
reward_min-63.173296155408025
survival_time_max8.233333333333315
survival_time_mean3.671428571428567
survival_time_min0.5333333333333333
traveled_tiles_max14
traveled_tiles_mean7.714285714285714
traveled_tiles_median8
traveled_tiles_min2
valid_direction_max2.966666666666661
valid_direction_mean1.0380952380952364
valid_direction_median0.4333333333333333
valid_direction_min0.2333333333333325
No reset possible
165642074Wei Gao 🇸🇬Copy of #1: sub 1633 by WEIGAO (First trial)aido1_LFV_r2-v3step2-scoringsuccessyesrudolf-80:02:21
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 75, "reward": -13.252390228708585, "good_angle": 0.24050943746639225, "survival_time": 2.500000000000001, "traveled_tiles": 6, "valid_direction": 0.4333333333333333}, "ep001": {"nsteps": 26, "reward": -39.708523612756, "good_angle": 2.764820343359709, "survival_time": 0.8666666666666666, "traveled_tiles": 2, "valid_direction": 0.5999999999999999}, "ep002": {"nsteps": 500, "reward": 0.4023877585977316, "good_angle": 20.98699175534072, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.4999999999999973}, "ep003": {"nsteps": 500, "reward": 0.41049820131296294, "good_angle": 22.297180163971568, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.1666666666666723}, "ep004": {"nsteps": 500, "reward": 0.49887825338914993, "good_angle": 22.71708990234664, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.7000000000000117}, "ep005": {"nsteps": 21, "reward": -47.49022228022417, "good_angle": 0.020301663507566965, "survival_time": 0.7, "traveled_tiles": 2, "valid_direction": 0}, "ep006": {"nsteps": 500, "reward": 0.43908657237887383, "good_angle": 21.9136040444604, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.533333333333326}}
good_angle_max22.71708990234664
good_angle_mean12.991499615779
good_angle_median20.98699175534072
good_angle_min0.020301663507566965
reward_max0.49887825338914993
reward_mean-14.100040762287149
reward_median0.4023877585977316
reward_min-47.49022228022417
survival_time_max16.666666666666654
survival_time_mean10.1047619047619
survival_time_min0.7
traveled_tiles_max18
traveled_tiles_mean11.714285714285714
traveled_tiles_median18
traveled_tiles_min2
valid_direction_max3.1666666666666723
valid_direction_mean1.7047619047619058
valid_direction_median2.4999999999999973
valid_direction_min0
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165582080Samuel LavoieCopy of #7: sub 819 by lavoiems (Baby Duke)aido1_LFV_r2-v3step3-videossuccessyesrudolf-80:00:42
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other stats
videos1
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165542080Samuel LavoieCopy of #7: sub 819 by lavoiems (Baby Duke)aido1_LFV_r2-v3step2-scoringsuccessyesrudolf-80:00:25
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survival_time_median0.5333333333333333


other stats
episodes
details{"ep000": {"nsteps": 10, "reward": -100.48820950631053, "good_angle": 0.024246731101337217, "survival_time": 0.3333333333333333, "traveled_tiles": 1, "valid_direction": 0.06666666666666668}, "ep001": {"nsteps": 13, "reward": -77.64666826299464, "good_angle": 0.06979116011238572, "survival_time": 0.4333333333333333, "traveled_tiles": 1, "valid_direction": 0.1333333333333333}, "ep002": {"nsteps": 14, "reward": -71.76473315805197, "good_angle": 0.00521324107771908, "survival_time": 0.4666666666666666, "traveled_tiles": 2, "valid_direction": 0}, "ep003": {"nsteps": 32, "reward": -31.61996255273698, "good_angle": 1.495857371405835, "survival_time": 1.0666666666666669, "traveled_tiles": 3, "valid_direction": 0.8}, "ep004": {"nsteps": 18, "reward": -55.29069255628727, "good_angle": 0.018453837815135463, "survival_time": 0.6, "traveled_tiles": 2, "valid_direction": 0.06666666666666665}, "ep005": {"nsteps": 16, "reward": -62.662612524814904, "good_angle": 0.014643000418582856, "survival_time": 0.5333333333333333, "traveled_tiles": 1, "valid_direction": 0.06666666666666665}, "ep006": {"nsteps": 27, "reward": -37.161508856893136, "good_angle": 0.0065773478384567995, "survival_time": 0.8999999999999999, "traveled_tiles": 2, "valid_direction": 0.033333333333333326}}
good_angle_max1.495857371405835
good_angle_mean0.23354038425277887
good_angle_median0.018453837815135463
good_angle_min0.00521324107771908
reward_max-31.61996255273698
reward_mean-62.376341059727054
reward_median-62.662612524814904
reward_min-100.48820950631053
survival_time_max1.0666666666666669
survival_time_mean0.619047619047619
survival_time_min0.3333333333333333
traveled_tiles_max3
traveled_tiles_mean1.7142857142857142
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max0.8
valid_direction_mean0.16666666666666666
valid_direction_median0.06666666666666665
valid_direction_min0
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165392185Luca BonaminiCopy of #54: sub 798 by CpPI (Random execution)aido1_LF1_r4-v3step4-vizsuccessnorudolf-80:01:50
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driven_lanedir_consec_median0.02005655501236418
deviation-center-line_median0.156077119591545
in-drivable-lane_median0.2333333333333325


other stats
deviation-center-line_max0.27029797137628364
deviation-center-line_mean0.14199592027242533
deviation-center-line_min0.06950400565039178
deviation-heading_max0.6313094528187294
deviation-heading_mean0.34711337794273367
deviation-heading_median0.36453968899813904
deviation-heading_min0.1327138972060471
driven_any_max0.03911024781504958
driven_any_mean0.03045772475314829
driven_any_median0.030104880213800717
driven_any_min0.01944859146515195
driven_lanedir_consec_max0.03841864207008534
driven_lanedir_consec_mean0.0228689399865283
driven_lanedir_consec_min0.006550647745275594
driven_lanedir_max0.03841864207008534
driven_lanedir_mean0.0228689399865283
driven_lanedir_median0.02005655501236418
driven_lanedir_min0.006550647745275594
in-drivable-lane_max1.966666666666668
in-drivable-lane_mean0.48571428571428593
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.03695798337117761, "driven_lanedir": 0.006550647745275594, "in-drivable-lane": 1.966666666666668, "deviation-heading": 0.6313094528187294, "deviation-center-line": 0.06950400565039178, "driven_lanedir_consec": 0.006550647745275594}, "ep001": {"driven_any": 0.01944859146515195, "driven_lanedir": 0.01933662390671456, "in-drivable-lane": 0, "deviation-heading": 0.1376783777013752, "deviation-center-line": 0.156077119591545, "driven_lanedir_consec": 0.01933662390671456}, "ep002": {"driven_any": 0.026083117740842904, "driven_lanedir": 0.02005655501236418, "in-drivable-lane": 0.4000000000000013, "deviation-heading": 0.36453968899813904, "deviation-center-line": 0.07241092491889711, "driven_lanedir_consec": 0.02005655501236418}, "ep003": {"driven_any": 0.022685484643136737, "driven_lanedir": 0.022599498314933804, "in-drivable-lane": 0, "deviation-heading": 0.1327138972060471, "deviation-center-line": 0.19819661997243815, "driven_lanedir_consec": 0.022599498314933804}, "ep004": {"driven_any": 0.03881376802287853, "driven_lanedir": 0.034369588411220404, "in-drivable-lane": 0.2333333333333325, "deviation-heading": 0.6042328569229475, "deviation-center-line": 0.1564898246890374, "driven_lanedir_consec": 0.034369588411220404}, "ep005": {"driven_any": 0.03911024781504958, "driven_lanedir": 0.03841864207008534, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 0.17142369984204223, "deviation-center-line": 0.27029797137628364, "driven_lanedir_consec": 0.03841864207008534}, "ep006": {"driven_any": 0.030104880213800717, "driven_lanedir": 0.01875102444510421, "in-drivable-lane": 0.7333333333333338, "deviation-heading": 0.38789567210985526, "deviation-center-line": 0.0709949757083843, "driven_lanedir_consec": 0.01875102444510421}}
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165292183Aoming LiuCopy of #52: sub 788 by zxcvfd13502 (Random execution)aido1_LF1_r4-v3step4-vizsuccessnorudolf-80:01:34
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driven_lanedir_consec_median0.02001179325465013
deviation-center-line_median0.13412274654205036
in-drivable-lane_median0.33333333333333215


other stats
deviation-center-line_max0.2706861524155806
deviation-center-line_mean0.1339905992177477
deviation-center-line_min0.05253693593185871
deviation-heading_max0.6895911352755181
deviation-heading_mean0.31475307310825645
deviation-heading_median0.35700089526451834
deviation-heading_min0.11307053577833412
driven_any_max0.038949220741632984
driven_any_mean0.028312365457693323
driven_any_median0.030155368247782956
driven_any_min0.015892469144828864
driven_lanedir_consec_max0.033950836394081176
driven_lanedir_consec_mean0.02019613765801297
driven_lanedir_consec_min0.002666578323054189
driven_lanedir_max0.033950836394081176
driven_lanedir_mean0.02019613765801297
driven_lanedir_median0.02001179325465013
driven_lanedir_min0.002666578323054189
in-drivable-lane_max2.066666666666669
in-drivable-lane_mean0.5047619047619052
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.03651969396535855, "driven_lanedir": 0.002666578323054189, "in-drivable-lane": 2.066666666666669, "deviation-heading": 0.6895911352755181, "deviation-center-line": 0.05253693593185871, "driven_lanedir_consec": 0.002666578323054189}, "ep001": {"driven_any": 0.020119940039918863, "driven_lanedir": 0.02001179325465013, "in-drivable-lane": 0, "deviation-heading": 0.13956573657824084, "deviation-center-line": 0.16354476265510004, "driven_lanedir_consec": 0.02001179325465013}, "ep002": {"driven_any": 0.026346441329139096, "driven_lanedir": 0.02046850477784036, "in-drivable-lane": 0.4000000000000013, "deviation-heading": 0.35700089526451834, "deviation-center-line": 0.06828853980982126, "driven_lanedir_consec": 0.02046850477784036}, "ep003": {"driven_any": 0.015892469144828864, "driven_lanedir": 0.015799978403794945, "in-drivable-lane": 0, "deviation-heading": 0.11307053577833412, "deviation-center-line": 0.13412274654205036, "driven_lanedir_consec": 0.015799978403794945}, "ep004": {"driven_any": 0.038949220741632984, "driven_lanedir": 0.033950836394081176, "in-drivable-lane": 0.33333333333333215, "deviation-heading": 0.368228001737628, "deviation-center-line": 0.16984957833030778, "driven_lanedir_consec": 0.033950836394081176}, "ep005": {"driven_any": 0.030203424735191928, "driven_lanedir": 0.030153225398243347, "in-drivable-lane": 0, "deviation-heading": 0.11841272206085088, "deviation-center-line": 0.2706861524155806, "driven_lanedir_consec": 0.030153225398243347}, "ep006": {"driven_any": 0.030155368247782956, "driven_lanedir": 0.018322047054426624, "in-drivable-lane": 0.7333333333333338, "deviation-heading": 0.4174024850627048, "deviation-center-line": 0.07890547883951513, "driven_lanedir_consec": 0.018322047054426624}}
No reset possible
165232183Aoming LiuCopy of #52: sub 788 by zxcvfd13502 (Random execution)aido1_LF1_r4-v3step3-videossuccessyesrudolf-80:00:42
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other stats
videos1
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165192183Aoming LiuCopy of #52: sub 788 by zxcvfd13502 (Random execution)aido1_LF1_r4-v3step2-scoringsuccessyesrudolf-80:00:26
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survival_time_median2.233333333333335


other stats
episodes
details{"ep000": {"nsteps": 80, "reward": -13.625776999234224, "good_angle": 1.6707740081366085, "survival_time": 2.666666666666667, "traveled_tiles": 2, "valid_direction": 0.9999999999999984}, "ep001": {"nsteps": 45, "reward": -21.839771742456488, "good_angle": 0.017506079996079303, "survival_time": 1.500000000000001, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 58, "reward": -16.627133196380374, "good_angle": 0.35413813676323713, "survival_time": 1.933333333333336, "traveled_tiles": 2, "valid_direction": 0.7000000000000022}, "ep003": {"nsteps": 36, "reward": -27.418183520436287, "good_angle": 0.01357970469791324, "survival_time": 1.2000000000000004, "traveled_tiles": 1, "valid_direction": 0}, "ep004": {"nsteps": 86, "reward": -11.027765261561632, "good_angle": 0.30052598418370957, "survival_time": 2.8666666666666663, "traveled_tiles": 3, "valid_direction": 0.5666666666666647}, "ep005": {"nsteps": 67, "reward": -14.604795014680322, "good_angle": 0.007423455207743575, "survival_time": 2.233333333333335, "traveled_tiles": 2, "valid_direction": 0}, "ep006": {"nsteps": 67, "reward": -15.812646095432452, "good_angle": 6.232123183122711, "survival_time": 2.233333333333335, "traveled_tiles": 2, "valid_direction": 1.3333333333333353}}
good_angle_max6.232123183122711
good_angle_mean1.228010078872572
good_angle_median0.30052598418370957
good_angle_min0.007423455207743575
reward_max-11.027765261561632
reward_mean-17.27943883288311
reward_median-15.812646095432452
reward_min-27.418183520436287
survival_time_max2.8666666666666663
survival_time_mean2.0904761904761915
survival_time_min1.2000000000000004
traveled_tiles_max3
traveled_tiles_mean2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.3333333333333353
valid_direction_mean0.5142857142857143
valid_direction_median0.5666666666666647
valid_direction_min0
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165072185Luca BonaminiCopy of #54: sub 798 by CpPI (Random execution)aido1_LF1_r4-v3step1-simulationsuccessyesrudolf-80:01:24
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simulation-passed1
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164942175Cliff LiCopy of #44: sub 783 by lic (AMOD18-AIDO not that random execution)aido1_LF1_r4-v3step4-vizsuccessnorudolf-80:01:09
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driven_lanedir_consec_median0.01828203891085191
deviation-center-line_median0.056023723178873094
in-drivable-lane_median0.23333333333333328


other stats
deviation-center-line_max0.07856940306194948
deviation-center-line_mean0.04942475608133575
deviation-center-line_min0.01769642696719341
deviation-heading_max0.22754513379675223
deviation-heading_mean0.09422523198060184
deviation-heading_median0.07111836021471112
deviation-heading_min0.039871304604881586
driven_any_max0.03733333333333333
driven_any_mean0.029333333333333354
driven_any_median0.02933333333333318
driven_any_min0.01733333333333339
driven_lanedir_consec_max0.02896696075815031
driven_lanedir_consec_mean0.01941959459475599
driven_lanedir_consec_min0.002897497077495314
driven_lanedir_max0.02896696075815031
driven_lanedir_mean0.01941959459475599
driven_lanedir_median0.01828203891085191
driven_lanedir_min0.002897497077495314
in-drivable-lane_max0.7
in-drivable-lane_mean0.24285714285714283
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.03466666666666674, "driven_lanedir": 0.002897497077495314, "in-drivable-lane": 0.7, "deviation-heading": 0.22754513379675223, "deviation-center-line": 0.01769642696719341, "driven_lanedir_consec": 0.002897497077495314}, "ep001": {"driven_any": 0.025333333333333544, "driven_lanedir": 0.025278747809817943, "in-drivable-lane": 0, "deviation-heading": 0.043767648089746966, "deviation-center-line": 0.07856940306194948, "driven_lanedir_consec": 0.025278747809817943}, "ep002": {"driven_any": 0.025333333333333256, "driven_lanedir": 0.018090600751812, "in-drivable-lane": 0.2, "deviation-heading": 0.08858834572731211, "deviation-center-line": 0.027277636636860392, "driven_lanedir_consec": 0.018090600751812}, "ep003": {"driven_any": 0.03600000000000002, "driven_lanedir": 0.02515121893677726, "in-drivable-lane": 0.29999999999999993, "deviation-heading": 0.04954101015386472, "deviation-center-line": 0.0709131907199231, "driven_lanedir_consec": 0.02515121893677726}, "ep004": {"driven_any": 0.03733333333333333, "driven_lanedir": 0.02896696075815031, "in-drivable-lane": 0.23333333333333328, "deviation-heading": 0.07111836021471112, "deviation-center-line": 0.07233129477553597, "driven_lanedir_consec": 0.02896696075815031}, "ep005": {"driven_any": 0.01733333333333339, "driven_lanedir": 0.017270097918387184, "in-drivable-lane": 0, "deviation-heading": 0.039871304604881586, "deviation-center-line": 0.056023723178873094, "driven_lanedir_consec": 0.017270097918387184}, "ep006": {"driven_any": 0.02933333333333318, "driven_lanedir": 0.01828203891085191, "in-drivable-lane": 0.2666666666666666, "deviation-heading": 0.13914482127694405, "deviation-center-line": 0.023161617229014827, "driven_lanedir_consec": 0.01828203891085191}}
No reset possible
164662153Gunshi Gupta 🇨🇦Copy of #22: sub 1268 by gunshi (ROS-based Lane Following)aido1_LF1_r4-v3step3-videossuccessyesrudolf-80:02:48
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videos1
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164612170Martin Shin 🇭🇰Copy of #39: sub 756 by marshin (PyTorch template)aido1_LF1_r4-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median1.8666666666666691


other stats
episodes
details{"ep000": {"nsteps": 24, "reward": -43.29647129029035, "good_angle": 0.13285955863978666, "survival_time": 0.7999999999999999, "traveled_tiles": 1, "valid_direction": 0.4666666666666666}, "ep001": {"nsteps": 48, "reward": -21.260749780728172, "good_angle": 0.5376882716843316, "survival_time": 1.6000000000000016, "traveled_tiles": 3, "valid_direction": 1.3000000000000018}, "ep002": {"nsteps": 56, "reward": -17.403707214298525, "good_angle": 0.4328726002440185, "survival_time": 1.8666666666666691, "traveled_tiles": 3, "valid_direction": 1.1000000000000023}, "ep003": {"nsteps": 77, "reward": -12.58341399551212, "good_angle": 0.7286801981077857, "survival_time": 2.5666666666666673, "traveled_tiles": 2, "valid_direction": 1.233333333333332}, "ep004": {"nsteps": 77, "reward": -12.728762743244696, "good_angle": 0.8383671446711178, "survival_time": 2.5666666666666673, "traveled_tiles": 2, "valid_direction": 1.4666666666666657}, "ep005": {"nsteps": 200, "reward": -5.353458196793799, "good_angle": 3.142633683222821, "survival_time": 6.666666666666653, "traveled_tiles": 7, "valid_direction": 5.33333333333332}, "ep006": {"nsteps": 49, "reward": -22.573459854843662, "good_angle": 5.036471322526267, "survival_time": 1.633333333333335, "traveled_tiles": 2, "valid_direction": 1.333333333333335}}
good_angle_max5.036471322526267
good_angle_mean1.549938968442304
good_angle_median0.7286801981077857
good_angle_min0.13285955863978666
reward_max-5.353458196793799
reward_mean-19.314289010815905
reward_median-17.403707214298525
reward_min-43.29647129029035
survival_time_max6.666666666666653
survival_time_mean2.528571428571428
survival_time_min0.7999999999999999
traveled_tiles_max7
traveled_tiles_mean2.857142857142857
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max5.33333333333332
valid_direction_mean1.7476190476190463
valid_direction_median1.3000000000000018
valid_direction_min0.4666666666666666
No reset possible
164472165Tina ChuCopy of #34: sub 897 by inat777 (Random execution)aido1_LF1_r4-v3step3-videossuccessyesrudolf-80:00:44
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164422165Tina ChuCopy of #34: sub 897 by inat777 (Random execution)aido1_LF1_r4-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median2.233333333333335


other stats
episodes
details{"ep000": {"nsteps": 80, "reward": -13.412303485628218, "good_angle": 1.2931892362532396, "survival_time": 2.666666666666667, "traveled_tiles": 2, "valid_direction": 0.966666666666665}, "ep001": {"nsteps": 35, "reward": -28.177703200067793, "good_angle": 0.019118951474472554, "survival_time": 1.166666666666667, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 58, "reward": -17.053549358653353, "good_angle": 0.40854939210928415, "survival_time": 1.933333333333336, "traveled_tiles": 2, "valid_direction": 0.8333333333333359}, "ep003": {"nsteps": 55, "reward": -17.79360768436031, "good_angle": 0.02660030540475005, "survival_time": 1.8333333333333357, "traveled_tiles": 2, "valid_direction": 0}, "ep004": {"nsteps": 84, "reward": -11.560557128551103, "good_angle": 0.29050987640864245, "survival_time": 2.8, "traveled_tiles": 3, "valid_direction": 0.6333333333333311}, "ep005": {"nsteps": 67, "reward": -14.54903863142453, "good_angle": 0.01617433233914356, "survival_time": 2.233333333333335, "traveled_tiles": 2, "valid_direction": 0}, "ep006": {"nsteps": 67, "reward": -15.835199572257142, "good_angle": 6.458210373392094, "survival_time": 2.233333333333335, "traveled_tiles": 2, "valid_direction": 1.3333333333333353}}
good_angle_max6.458210373392094
good_angle_mean1.2160503524830897
good_angle_median0.29050987640864245
good_angle_min0.01617433233914356
reward_max-11.560557128551103
reward_mean-16.911708437277493
reward_median-15.835199572257142
reward_min-28.177703200067793
survival_time_max2.8
survival_time_mean2.1238095238095247
survival_time_min1.166666666666667
traveled_tiles_max3
traveled_tiles_mean2.142857142857143
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max1.3333333333333353
valid_direction_mean0.5380952380952382
valid_direction_median0.6333333333333311
valid_direction_min0
No reset possible
164382163Iban Harlouchet 🇨🇦Copy of #32: sub 651 by iban_alex (PyTorch template)aido1_LF1_r4-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median2.033333333333336


other stats
episodes
details{"ep000": {"nsteps": 25, "reward": -41.59163690567016, "good_angle": 0.13540092722933716, "survival_time": 0.8333333333333333, "traveled_tiles": 1, "valid_direction": 0.4666666666666666}, "ep001": {"nsteps": 37, "reward": -27.53423837572336, "good_angle": 0.5785451453977839, "survival_time": 1.2333333333333338, "traveled_tiles": 2, "valid_direction": 0.9333333333333338}, "ep002": {"nsteps": 52, "reward": -18.731122852159807, "good_angle": 0.3477842990091241, "survival_time": 1.7333333333333354, "traveled_tiles": 2, "valid_direction": 0.9333333333333352}, "ep003": {"nsteps": 85, "reward": -12.03285674431964, "good_angle": 1.1743261863639562, "survival_time": 2.833333333333333, "traveled_tiles": 3, "valid_direction": 2.633333333333333}, "ep004": {"nsteps": 81, "reward": -12.200700351876424, "good_angle": 0.8753066532441754, "survival_time": 2.7, "traveled_tiles": 4, "valid_direction": 1.7333333333333325}, "ep005": {"nsteps": 196, "reward": -5.438793194279484, "good_angle": 2.693442742659127, "survival_time": 6.53333333333332, "traveled_tiles": 7, "valid_direction": 4.83333333333332}, "ep006": {"nsteps": 61, "reward": -18.68060953499841, "good_angle": 6.417974057084934, "survival_time": 2.033333333333336, "traveled_tiles": 2, "valid_direction": 1.566666666666669}}
good_angle_max6.417974057084934
good_angle_mean1.7461114301412053
good_angle_median0.8753066532441754
good_angle_min0.13540092722933716
reward_max-5.438793194279484
reward_mean-19.458565422718184
reward_median-18.68060953499841
reward_min-41.59163690567016
survival_time_max6.53333333333332
survival_time_mean2.557142857142856
survival_time_min0.8333333333333333
traveled_tiles_max7
traveled_tiles_mean3
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max4.83333333333332
valid_direction_mean1.87142857142857
valid_direction_median1.566666666666669
valid_direction_min0.4666666666666666
No reset possible
164262163Iban Harlouchet 🇨🇦Copy of #32: sub 651 by iban_alex (PyTorch template)aido1_LF1_r4-v3step1-simulationsuccessyesrudolf-80:01:55
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simulation-passed1
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163902154Tien NguyenCopy of #23: sub 1225 by tnd_duck18 (ROS-based Lane Following)aido1_LF1_r4-v3step1-simulationsuccessyesrudolf-80:04:45
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simulation-passed1
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163762149Petra Csereoka 🇷🇴Copy of #18: sub 1378 by melorian (Tensorflow template)aido1_LF1_r4-v3step1-simulationsuccessyesrudolf-80:02:25
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simulation-passed1
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163612143Allen OuCopy of #12: sub 590 by Allen Ou (Tensorflow template)aido1_LF1_r4-v3step4-vizsuccessnorudolf-80:03:19
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driven_lanedir_consec_median0.17011593062607544
deviation-center-line_median0.42982403948464265
in-drivable-lane_median0.033333333333333215


other stats
deviation-center-line_max1.1177213363740506
deviation-center-line_mean0.45635593389536216
deviation-center-line_min0.034399238980026385
deviation-heading_max2.063134627582097
deviation-heading_mean1.2686593512338322
deviation-heading_median1.6015780209519317
deviation-heading_min0.15835941082778038
driven_any_max0.2875562532247857
driven_any_mean0.13802014371262064
driven_any_median0.18459677392850252
driven_any_min0.005918040145406378
driven_lanedir_consec_max0.28358732031203443
driven_lanedir_consec_mean0.1315498930976078
driven_lanedir_consec_min0.005190561561356643
driven_lanedir_max0.28358732031203443
driven_lanedir_mean0.13190415702456856
driven_lanedir_median0.17259577811480076
driven_lanedir_min0.005190561561356643
in-drivable-lane_max0.36666666666666664
in-drivable-lane_mean0.12857142857142842
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.1934574121066837, "driven_lanedir": 0.1790097669707271, "in-drivable-lane": 0.36666666666666664, "deviation-heading": 1.6153687740917066, "deviation-center-line": 0.42982403948464265, "driven_lanedir_consec": 0.1790097669707271}, "ep001": {"driven_any": 0.18459677392850252, "driven_lanedir": 0.17259577811480076, "in-drivable-lane": 0.33333333333333304, "deviation-heading": 2.063134627582097, "deviation-center-line": 0.5883624280799811, "driven_lanedir_consec": 0.17011593062607544}, "ep002": {"driven_any": 0.2875562532247857, "driven_lanedir": 0.28358732031203443, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.943382718464844, "deviation-center-line": 1.1177213363740506, "driven_lanedir_consec": 0.28358732031203443}, "ep003": {"driven_any": 0.19181326595311096, "driven_lanedir": 0.1879542235784359, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.6015780209519317, "deviation-center-line": 0.6055464657185989, "driven_lanedir_consec": 0.1879542235784359}, "ep004": {"driven_any": 0.04238009746832437, "driven_lanedir": 0.04043898034746672, "in-drivable-lane": 0.13333333333333286, "deviation-heading": 0.5636996088527138, "deviation-center-line": 0.23853954917653675, "driven_lanedir_consec": 0.04043898034746672}, "ep005": {"driven_any": 0.06041916316153064, "driven_lanedir": 0.05455246828715847, "in-drivable-lane": 0, "deviation-heading": 0.9350922978657532, "deviation-center-line": 0.18009847945369828, "driven_lanedir_consec": 0.05455246828715847}, "ep006": {"driven_any": 0.005918040145406378, "driven_lanedir": 0.005190561561356643, "in-drivable-lane": 0, "deviation-heading": 0.15835941082778038, "deviation-center-line": 0.034399238980026385, "driven_lanedir_consec": 0.005190561561356643}}
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163562144Inspur- team 🇨🇳Copy of #13: sub 1363 by tongqiusui (Tensorflow template)aido1_LF1_r4-v3step3-videossuccessyesrudolf-80:01:02
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other stats
videos1
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163512143Allen OuCopy of #12: sub 590 by Allen Ou (Tensorflow template)aido1_LF1_r4-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median8.79999999999998


other stats
episodes
details{"ep000": {"nsteps": 264, "reward": -3.0750346918675033, "good_angle": 0.8462123662099307, "survival_time": 8.79999999999998, "traveled_tiles": 9, "valid_direction": 1.6333333333333298}, "ep001": {"nsteps": 267, "reward": -3.1786717367009696, "good_angle": 1.5122198414526031, "survival_time": 8.899999999999979, "traveled_tiles": 10, "valid_direction": 2.3999999999999937}, "ep002": {"nsteps": 407, "reward": -1.8771376036089231, "good_angle": 0.772344492428737, "survival_time": 13.56666666666663, "traveled_tiles": 14, "valid_direction": 1.3333333333333297}, "ep003": {"nsteps": 277, "reward": -2.9480518588681943, "good_angle": 0.8634631360103247, "survival_time": 9.233333333333311, "traveled_tiles": 9, "valid_direction": 1.0333333333333308}, "ep004": {"nsteps": 75, "reward": -12.905680858579776, "good_angle": 0.575474017791171, "survival_time": 2.500000000000001, "traveled_tiles": 3, "valid_direction": 0.733333333333332}, "ep005": {"nsteps": 105, "reward": -8.799643023312091, "good_angle": 0.714680622474019, "survival_time": 3.4999999999999973, "traveled_tiles": 3, "valid_direction": 1.0999999999999963}, "ep006": {"nsteps": 11, "reward": -90.6472408961166, "good_angle": 0.12476368472982372, "survival_time": 0.36666666666666664, "traveled_tiles": 1, "valid_direction": 0.29999999999999993}}
good_angle_max1.5122198414526031
good_angle_mean0.7727368801566584
good_angle_median0.772344492428737
good_angle_min0.12476368472982372
reward_max-1.8771376036089231
reward_mean-17.633065809864863
reward_median-3.1786717367009696
reward_min-90.6472408961166
survival_time_max13.56666666666663
survival_time_mean6.695238095238081
survival_time_min0.36666666666666664
traveled_tiles_max14
traveled_tiles_mean7
traveled_tiles_median9
traveled_tiles_min1
valid_direction_max2.3999999999999937
valid_direction_mean1.219047619047616
valid_direction_median1.0999999999999963
valid_direction_min0.29999999999999993
No reset possible
163392143Allen OuCopy of #12: sub 590 by Allen Ou (Tensorflow template)aido1_LF1_r4-v3step1-simulationsuccessyesrudolf-80:02:21
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simulation-passed1
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163182128Aneri MuniCopy of #55: sub 781 by amuni (AMOD18-AIDO not that random execution)aido1_LFV_r2-v3step4-vizsuccessnorudolf-80:01:20
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driven_lanedir_consec_median0.014458003783175409
deviation-center-line_median0.06077922450429535
in-drivable-lane_median0


other stats
deviation-center-line_max0.1553782140357205
deviation-center-line_mean0.06689240922730981
deviation-center-line_min0
deviation-heading_max0.35154846937564155
deviation-heading_mean0.14441270263225428
deviation-heading_median0.14115441700404496
deviation-heading_min0
driven_any_max0.03700564072103907
driven_any_mean0.018373537958684853
driven_any_median0.015299920249021569
driven_any_min0.007047258883894246
driven_lanedir_consec_max0.023910847267393395
driven_lanedir_consec_mean0.01222314054919258
driven_lanedir_consec_min0
driven_lanedir_max0.023910847267393395
driven_lanedir_mean0.01222314054919258
driven_lanedir_median0.014458003783175409
driven_lanedir_min0
in-drivable-lane_max1.1
in-drivable-lane_mean0.3809523809523814
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.016807469883205584, "driven_lanedir": 0, "in-drivable-lane": 1.1, "deviation-heading": 0, "deviation-center-line": 0, "driven_lanedir_consec": 0}, "ep001": {"driven_any": 0.007047258883894246, "driven_lanedir": 0.007025971183151188, "in-drivable-lane": 0, "deviation-heading": 0.03171989890122872, "deviation-center-line": 0.02368546265163498, "driven_lanedir_consec": 0.007025971183151188}, "ep002": {"driven_any": 0.015299920249021569, "driven_lanedir": 0.014549869221755085, "in-drivable-lane": 0, "deviation-heading": 0.2760982376857969, "deviation-center-line": 0.059972496353363144, "driven_lanedir_consec": 0.014549869221755085}, "ep003": {"driven_any": 0.014657885003537308, "driven_lanedir": 0.014458003783175409, "in-drivable-lane": 0, "deviation-heading": 0.14115441700404496, "deviation-center-line": 0.06822781057304449, "driven_lanedir_consec": 0.014458003783175409}, "ep004": {"driven_any": 0.030439503470212848, "driven_lanedir": 0.018342701094758343, "in-drivable-lane": 0.766666666666669, "deviation-heading": 0.1444604483604694, "deviation-center-line": 0.1553782140357205, "driven_lanedir_consec": 0.018342701094758343}, "ep005": {"driven_any": 0.007357087499883351, "driven_lanedir": 0.007274591294114637, "in-drivable-lane": 0, "deviation-heading": 0.06590744709859847, "deviation-center-line": 0.06077922450429535, "driven_lanedir_consec": 0.007274591294114637}, "ep006": {"driven_any": 0.03700564072103907, "driven_lanedir": 0.023910847267393395, "in-drivable-lane": 0.8000000000000003, "deviation-heading": 0.35154846937564155, "deviation-center-line": 0.1002036564731102, "driven_lanedir_consec": 0.023910847267393395}}
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163072123Anna Tsalapova 🇷🇺Copy of #50: sub 396 by anna.tsalapova (simple submition)aido1_LFV_r2-v3step3-videossuccessyesrudolf-80:01:23
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videos1
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163022123Anna Tsalapova 🇷🇺Copy of #50: sub 396 by anna.tsalapova (simple submition)aido1_LFV_r2-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -1.5146533366441726, "good_angle": 2.2582973651621825, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 3.166666666666662}, "ep001": {"nsteps": 500, "reward": 0.27868715436477215, "good_angle": 0.12001796385243808, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 500, "reward": -0.2847249206751585, "good_angle": 29.970956515238477, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 6.166666666666656}, "ep003": {"nsteps": 500, "reward": 0.40254647324979304, "good_angle": 0.12751309898097463, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 0}, "ep004": {"nsteps": 12, "reward": -83.57619099194805, "good_angle": 0.0006639865302139489, "survival_time": 0.4, "traveled_tiles": 2, "valid_direction": 0}, "ep005": {"nsteps": 500, "reward": 0.3592147617638111, "good_angle": 0.10816037889022195, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 0}, "ep006": {"nsteps": 500, "reward": -0.5801930235736072, "good_angle": 49.645876489600255, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 8.433333333333334}}
good_angle_max49.645876489600255
good_angle_mean11.747355114036395
good_angle_median0.12751309898097463
good_angle_min0.0006639865302139489
reward_max0.40254647324979304
reward_mean-12.130759126208948
reward_median-0.2847249206751585
reward_min-83.57619099194805
survival_time_max16.666666666666654
survival_time_mean14.342857142857133
survival_time_min0.4
traveled_tiles_max4
traveled_tiles_mean2.5714285714285716
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max8.433333333333334
valid_direction_mean2.5380952380952357
valid_direction_median0
valid_direction_min0
No reset possible
162922125Aoming LiuCopy of #52: sub 788 by zxcvfd13502 (Random execution)aido1_LFV_r2-v3step3-videossuccessyesrudolf-80:00:44
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videos1
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162792122Edoardo Gabbi 🇮🇹Copy of #49: sub 792 by Edward (Random execution)aido1_LFV_r2-v3step2-scoringsuccessyesrudolf-80:01:41
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survival_time_median1.466666666666668


other stats
episodes
details{"ep000": {"nsteps": 62, "reward": -17.368721367460825, "good_angle": 1.0243686406506889, "survival_time": 2.066666666666669, "traveled_tiles": 3, "valid_direction": 0.733333333333335}, "ep001": {"nsteps": 45, "reward": -23.595851649302578, "good_angle": 4.182889478452886, "survival_time": 1.500000000000001, "traveled_tiles": 2, "valid_direction": 0.9333333333333348}, "ep002": {"nsteps": 12, "reward": -85.85660953323047, "good_angle": 0.0019887542141695503, "survival_time": 0.4, "traveled_tiles": 2, "valid_direction": 0}, "ep003": {"nsteps": 20, "reward": -55.01876010596752, "good_angle": 0.0015869330545103374, "survival_time": 0.6666666666666666, "traveled_tiles": 2, "valid_direction": 0}, "ep004": {"nsteps": 44, "reward": -23.766158009794623, "good_angle": 3.798391071754617, "survival_time": 1.466666666666668, "traveled_tiles": 2, "valid_direction": 0.9333333333333346}, "ep005": {"nsteps": 31, "reward": -31.98308232739087, "good_angle": 0.33065465258981025, "survival_time": 1.0333333333333332, "traveled_tiles": 2, "valid_direction": 0.033333333333333326}, "ep006": {"nsteps": 79, "reward": -12.930871123000037, "good_angle": 4.972413571850335, "survival_time": 2.6333333333333337, "traveled_tiles": 3, "valid_direction": 0.9333333333333318}}
good_angle_max4.972413571850335
good_angle_mean2.0446133003667164
good_angle_median1.0243686406506889
good_angle_min0.0015869330545103374
reward_max-12.930871123000037
reward_mean-35.788579159449554
reward_median-23.766158009794623
reward_min-85.85660953323047
survival_time_max2.6333333333333337
survival_time_mean1.395238095238096
survival_time_min0.4
traveled_tiles_max3
traveled_tiles_mean2.2857142857142856
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max0.9333333333333348
valid_direction_mean0.5095238095238098
valid_direction_median0.733333333333335
valid_direction_min0
No reset possible
162572110Liu Sam 🇹🇼Copy of #37: sub 592 by coolcat647 (PyTorch template)aido1_LFV_r2-v3step4-vizsuccessnorudolf-80:01:59
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driven_lanedir_consec_median0.013840777778579522
deviation-center-line_median0.058533365033218494
in-drivable-lane_median0.8666666666666675


other stats
deviation-center-line_max0.1413216463372199
deviation-center-line_mean0.0584662665385743
deviation-center-line_min0
deviation-heading_max0.35960613782399525
deviation-heading_mean0.24444446117804175
deviation-heading_median0.27037194581518137
deviation-heading_min0
driven_any_max0.044079420732935456
driven_any_mean0.027968327379639852
driven_any_median0.027274543239281704
driven_any_min0.01406568642996018
driven_lanedir_consec_max0.025569784994124177
driven_lanedir_consec_mean0.013769312475967212
driven_lanedir_consec_min0
driven_lanedir_max0.025569784994124177
driven_lanedir_mean0.013769312475967212
driven_lanedir_median0.013840777778579522
driven_lanedir_min0
in-drivable-lane_max1.5000000000000009
in-drivable-lane_mean0.8190476190476194
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.01406568642996018, "driven_lanedir": 0, "in-drivable-lane": 0.7, "deviation-heading": 0, "deviation-center-line": 0, "driven_lanedir_consec": 0}, "ep001": {"driven_any": 0.02630083516644859, "driven_lanedir": 0.012148406398961486, "in-drivable-lane": 0.8666666666666675, "deviation-heading": 0.20392961461354375, "deviation-center-line": 0.035301220622136274, "driven_lanedir_consec": 0.012148406398961486}, "ep002": {"driven_any": 0.015385477669545997, "driven_lanedir": 0.013840777778579522, "in-drivable-lane": 0, "deviation-heading": 0.27037194581518137, "deviation-center-line": 0.058533365033218494, "driven_lanedir_consec": 0.013840777778579522}, "ep003": {"driven_any": 0.02824586051842356, "driven_lanedir": 0.0107567092895047, "in-drivable-lane": 1.0666666666666682, "deviation-heading": 0.2622732676451004, "deviation-center-line": 0.042853968283928845, "driven_lanedir_consec": 0.0107567092895047}, "ep004": {"driven_any": 0.027274543239281704, "driven_lanedir": 0.014978630108867895, "in-drivable-lane": 0.4000000000000003, "deviation-heading": 0.27373851642837266, "deviation-center-line": 0.06081520196161994, "driven_lanedir_consec": 0.014978630108867895}, "ep005": {"driven_any": 0.044079420732935456, "driven_lanedir": 0.025569784994124177, "in-drivable-lane": 1.199999999999998, "deviation-heading": 0.35960613782399525, "deviation-center-line": 0.1413216463372199, "driven_lanedir_consec": 0.025569784994124177}, "ep006": {"driven_any": 0.04042646790088343, "driven_lanedir": 0.019090878761732714, "in-drivable-lane": 1.5000000000000009, "deviation-heading": 0.3411917459200988, "deviation-center-line": 0.07043846353189664, "driven_lanedir_consec": 0.019090878761732714}}
No reset possible
162522116Yannick BerdouCopy of #43: sub 777 by yanber (AMOD18-AIDO not that random execution)aido1_LFV_r2-v3step2-scoringsuccessyesrudolf-80:00:21
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survival_time_median0.7999999999999999


other stats
episodes
details{"ep000": {"nsteps": 31, "reward": -33.47593748803821, "good_angle": 0.5271514565643505, "survival_time": 1.0333333333333332, "traveled_tiles": 3, "valid_direction": 0.3666666666666666}, "ep001": {"nsteps": 42, "reward": -25.59829720212812, "good_angle": 2.4620996794441967, "survival_time": 1.400000000000001, "traveled_tiles": 3, "valid_direction": 0.5000000000000011}, "ep002": {"nsteps": 12, "reward": -83.64394994576772, "good_angle": 0.0006869739755386177, "survival_time": 0.4, "traveled_tiles": 2, "valid_direction": 0}, "ep003": {"nsteps": 24, "reward": -42.14271882737133, "good_angle": 0.1449913009346389, "survival_time": 0.7999999999999999, "traveled_tiles": 2, "valid_direction": 0.3}, "ep004": {"nsteps": 20, "reward": -50.22657583958935, "good_angle": 0.1343777461396107, "survival_time": 0.6666666666666666, "traveled_tiles": 2, "valid_direction": 0.3}, "ep005": {"nsteps": 40, "reward": -25.314252318441863, "good_angle": 2.6482210832773307, "survival_time": 1.333333333333334, "traveled_tiles": 3, "valid_direction": 0.5000000000000009}, "ep006": {"nsteps": 23, "reward": -43.17621100467184, "good_angle": 0.001571058874392761, "survival_time": 0.7666666666666666, "traveled_tiles": 3, "valid_direction": 0}}
good_angle_max2.6482210832773307
good_angle_mean0.8455856141728655
good_angle_median0.1449913009346389
good_angle_min0.0006869739755386177
reward_max-25.314252318441863
reward_mean-43.3682775180012
reward_median-42.14271882737133
reward_min-83.64394994576772
survival_time_max1.400000000000001
survival_time_mean0.9142857142857144
survival_time_min0.4
traveled_tiles_max3
traveled_tiles_mean2.5714285714285716
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max0.5000000000000011
valid_direction_mean0.28095238095238123
valid_direction_median0.3
valid_direction_min0
No reset possible
162392116Yannick BerdouCopy of #43: sub 777 by yanber (AMOD18-AIDO not that random execution)aido1_LFV_r2-v3step1-simulationsuccessyesrudolf-80:01:17
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other stats
simulation-passed1
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162272107Tina ChuCopy of #34: sub 897 by inat777 (Random execution)aido1_LFV_r2-v3step4-vizsuccessnorudolf-80:01:32
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driven_lanedir_consec_median0.017369877876101433
deviation-center-line_median0.11196578848671426
in-drivable-lane_median0.6333333333333342


other stats
deviation-center-line_max0.15659608491442015
deviation-center-line_mean0.10871443535896354
deviation-center-line_min0.0616346408538534
deviation-heading_max0.7299444545627232
deviation-heading_mean0.360401638771857
deviation-heading_median0.4260548239321586
deviation-heading_min0.04564415143984295
driven_any_max0.04195797369722096
driven_any_mean0.026389153943319612
driven_any_median0.028925160579447114
driven_any_min0.011232228452817974
driven_lanedir_consec_max0.03028851920110572
driven_lanedir_consec_mean0.01610040792860039
driven_lanedir_consec_min0.003567401581714212
driven_lanedir_max0.03028851920110572
driven_lanedir_mean0.01610040792860039
driven_lanedir_median0.017369877876101433
driven_lanedir_min0.003567401581714212
in-drivable-lane_max2.3000000000000016
in-drivable-lane_mean0.6238095238095236
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.04023387152398408, "driven_lanedir": 0.003567401581714212, "in-drivable-lane": 2.3000000000000016, "deviation-heading": 0.7299444545627232, "deviation-center-line": 0.0616346408538534, "driven_lanedir_consec": 0.003567401581714212}, "ep001": {"driven_any": 0.028925160579447114, "driven_lanedir": 0.017369877876101433, "in-drivable-lane": 0.6333333333333342, "deviation-heading": 0.5364043269670604, "deviation-center-line": 0.11569084796677466, "driven_lanedir_consec": 0.017369877876101433}, "ep002": {"driven_any": 0.03234813053442816, "driven_lanedir": 0.020390814951710867, "in-drivable-lane": 0.6666666666666661, "deviation-heading": 0.5757381185178788, "deviation-center-line": 0.1446479332476413, "driven_lanedir_consec": 0.020390814951710867}, "ep003": {"driven_any": 0.011232228452817974, "driven_lanedir": 0.011192809463147432, "in-drivable-lane": 0, "deviation-heading": 0.0653544029217581, "deviation-center-line": 0.11196578848671426, "driven_lanedir_consec": 0.011192809463147432}, "ep004": {"driven_any": 0.017973685417796502, "driven_lanedir": 0.017859524297268985, "in-drivable-lane": 0, "deviation-heading": 0.14367119306157675, "deviation-center-line": 0.15659608491442015, "driven_lanedir_consec": 0.017859524297268985}, "ep005": {"driven_any": 0.04195797369722096, "driven_lanedir": 0.03028851920110572, "in-drivable-lane": 0.7666666666666639, "deviation-heading": 0.4260548239321586, "deviation-center-line": 0.07812593108470303, "driven_lanedir_consec": 0.03028851920110572}, "ep006": {"driven_any": 0.012053027397542482, "driven_lanedir": 0.0120339081291541, "in-drivable-lane": 0, "deviation-heading": 0.04564415143984295, "deviation-center-line": 0.09233982095863802, "driven_lanedir_consec": 0.0120339081291541}}
No reset possible
162192107Tina ChuCopy of #34: sub 897 by inat777 (Random execution)aido1_LFV_r2-v3step3-videossuccessyesrudolf-80:00:44
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other stats
videos1
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162022093Ruixiang Zhang 🇨🇦Copy of #20: sub 903 by sodabeta (PyTorch DDPG template)aido1_LFV_r2-v3step3-videossuccessyesrudolf-80:01:47
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other stats
videos1
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161842100Jahanvi Kolte 🇺🇸Copy of #27: sub 422 by jahanvi (Random execution)aido1_LFV_r2-v3step2-scoringsuccessyesrudolf-80:01:40
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survival_time_median2.1333333333333355


other stats
episodes
details{"ep000": {"nsteps": 90, "reward": -12.532134799431596, "good_angle": 1.8959972603109816, "survival_time": 2.999999999999999, "traveled_tiles": 3, "valid_direction": 1.0999999999999963}, "ep001": {"nsteps": 64, "reward": -16.750851274933666, "good_angle": 5.856235787468931, "survival_time": 2.1333333333333355, "traveled_tiles": 2, "valid_direction": 1.3333333333333357}, "ep002": {"nsteps": 50, "reward": -20.394246702194213, "good_angle": 3.686338095485368, "survival_time": 1.6666666666666683, "traveled_tiles": 2, "valid_direction": 0.6000000000000019}, "ep003": {"nsteps": 22, "reward": -45.23604322157123, "good_angle": 0.006271606843656134, "survival_time": 0.7333333333333333, "traveled_tiles": 2, "valid_direction": 0}, "ep004": {"nsteps": 67, "reward": -15.491540331449082, "good_angle": 0.2349447270162811, "survival_time": 2.233333333333335, "traveled_tiles": 2, "valid_direction": 0.5666666666666667}, "ep005": {"nsteps": 56, "reward": -18.07712996500777, "good_angle": 0.3409036891223941, "survival_time": 1.8666666666666691, "traveled_tiles": 2, "valid_direction": 0.766666666666669}, "ep006": {"nsteps": 75, "reward": -13.337288563251496, "good_angle": 4.151794736012962, "survival_time": 2.500000000000001, "traveled_tiles": 3, "valid_direction": 0.5999999999999983}}
good_angle_max5.856235787468931
good_angle_mean2.3103551288943676
good_angle_median1.8959972603109816
good_angle_min0.006271606843656134
reward_max-12.532134799431596
reward_mean-20.25989069397701
reward_median-16.750851274933666
reward_min-45.23604322157123
survival_time_max2.999999999999999
survival_time_mean2.0190476190476203
survival_time_min0.7333333333333333
traveled_tiles_max3
traveled_tiles_mean2.2857142857142856
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max1.3333333333333357
valid_direction_mean0.7095238095238098
valid_direction_median0.6000000000000019
valid_direction_min0
No reset possible
161572092Diego Charrez 🇵🇪Copy of #19: sub 1479 by dcharrez (Tensorflow)aido1_LFV_r2-v3step4-vizsuccessnorudolf-80:03:27
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driven_lanedir_consec_median0.022959350266585545
deviation-center-line_median0.05366825650147687
in-drivable-lane_median0.23333333333333336


other stats
deviation-center-line_max0.07028143725030578
deviation-center-line_mean0.0457215663835358
deviation-center-line_min0
deviation-heading_max0.2726750676603164
deviation-heading_mean0.16993277300352091
deviation-heading_median0.16590321607202266
deviation-heading_min0
driven_any_max0.052413832117335864
driven_any_mean0.03301988377018888
driven_any_median0.03271738310113953
driven_any_min0.013012037597873546
driven_lanedir_consec_max0.04160206987468713
driven_lanedir_consec_mean0.02378367934614762
driven_lanedir_consec_min0
driven_lanedir_max0.04160206987468713
driven_lanedir_mean0.02378367934614762
driven_lanedir_median0.022959350266585545
driven_lanedir_min0
in-drivable-lane_max0.4666666666666666
in-drivable-lane_mean0.2523809523809526
in-drivable-lane_min0.06666666666666665
per-episodes
details{"ep000": {"driven_any": 0.013012037597873546, "driven_lanedir": 0, "in-drivable-lane": 0.4666666666666666, "deviation-heading": 0, "deviation-center-line": 0, "driven_lanedir_consec": 0}, "ep001": {"driven_any": 0.027321671764256455, "driven_lanedir": 0.022959350266585545, "in-drivable-lane": 0.09999999999999998, "deviation-heading": 0.20565430359796005, "deviation-center-line": 0.05366825650147687, "driven_lanedir_consec": 0.022959350266585545}, "ep002": {"driven_any": 0.052413832117335864, "driven_lanedir": 0.0355229997065665, "in-drivable-lane": 0.4333333333333347, "deviation-heading": 0.22048763007625827, "deviation-center-line": 0.06308388633833019, "driven_lanedir_consec": 0.0355229997065665}, "ep003": {"driven_any": 0.02527544014182783, "driven_lanedir": 0.01609205417576409, "in-drivable-lane": 0.23333333333333336, "deviation-heading": 0.16335161839789775, "deviation-center-line": 0.03087057673066093, "driven_lanedir_consec": 0.01609205417576409}, "ep004": {"driven_any": 0.04557366738207896, "driven_lanedir": 0.04160206987468713, "in-drivable-lane": 0.10000000000000032, "deviation-heading": 0.2726750676603164, "deviation-center-line": 0.06296919638743768, "driven_lanedir_consec": 0.04160206987468713}, "ep005": {"driven_any": 0.03482515428680992, "driven_lanedir": 0.02075565533295257, "in-drivable-lane": 0.3666666666666666, "deviation-heading": 0.16590321607202266, "deviation-center-line": 0.03917761147653915, "driven_lanedir_consec": 0.02075565533295257}, "ep006": {"driven_any": 0.03271738310113953, "driven_lanedir": 0.02955362606647751, "in-drivable-lane": 0.06666666666666665, "deviation-heading": 0.16145757522019116, "deviation-center-line": 0.07028143725030578, "driven_lanedir_consec": 0.02955362606647751}}
No reset possible
161402096Tien NguyenCopy of #23: sub 1225 by tnd_duck18 (ROS-based Lane Following)aido1_LFV_r2-v3step1-simulationsuccessyesrudolf-80:02:10
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other stats
simulation-passed1
No reset possible
160902066Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:02:16
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.5980072743967175, "good_angle": 23.218859842405017, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.933333333333336}, "ep001": {"nsteps": 500, "reward": 0.6524005942717195, "good_angle": 22.43569881874515, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.533333333333325}, "ep002": {"nsteps": 24, "reward": -41.5262134730195, "good_angle": 0.30570890094913145, "survival_time": 0.7999999999999999, "traveled_tiles": 2, "valid_direction": 0.2666666666666666}, "ep003": {"nsteps": 500, "reward": 0.6444354995563626, "good_angle": 22.318351284357384, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.5666666666666647}, "ep004": {"nsteps": 500, "reward": 0.6116877907514572, "good_angle": 22.261147481577435, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.566666666666672}}
good_angle_max23.218859842405017
good_angle_mean18.107953265606824
good_angle_median22.318351284357384
good_angle_min0.30570890094913145
reward_max0.6524005942717195
reward_mean-7.803936462808648
reward_median0.6116877907514572
reward_min-41.5262134730195
survival_time_max16.666666666666654
survival_time_mean13.493333333333322
survival_time_min0.7999999999999999
traveled_tiles_max18
traveled_tiles_mean14.8
traveled_tiles_median18
traveled_tiles_min2
valid_direction_max2.933333333333336
valid_direction_mean2.173333333333333
valid_direction_median2.5666666666666647
valid_direction_min0.2666666666666666
No reset possible
160872067Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median0.6333333333333333


other stats
episodes
details{"ep000": {"nsteps": 35, "reward": -29.78916880403246, "good_angle": 1.181672987188918, "survival_time": 1.166666666666667, "traveled_tiles": 2, "valid_direction": 0.6000000000000003}, "ep001": {"nsteps": 19, "reward": -53.537407049223, "good_angle": 0.636661194383492, "survival_time": 0.6333333333333333, "traveled_tiles": 2, "valid_direction": 0.5666666666666665}, "ep002": {"nsteps": 18, "reward": -55.53896932138337, "good_angle": 0.6360421852628257, "survival_time": 0.6, "traveled_tiles": 1, "valid_direction": 0.5333333333333332}, "ep003": {"nsteps": 82, "reward": -12.18382855000474, "good_angle": 1.07160139599169, "survival_time": 2.7333333333333334, "traveled_tiles": 5, "valid_direction": 1.8666666666666665}, "ep004": {"nsteps": 19, "reward": -53.35431523385801, "good_angle": 0.7638531479128424, "survival_time": 0.6333333333333333, "traveled_tiles": 1, "valid_direction": 0.6}}
good_angle_max1.181672987188918
good_angle_mean0.8579661821479536
good_angle_median0.7638531479128424
good_angle_min0.6360421852628257
reward_max-12.18382855000474
reward_mean-40.88073779170032
reward_median-53.35431523385801
reward_min-55.53896932138337
survival_time_max2.7333333333333334
survival_time_mean1.1533333333333335
survival_time_min0.6
traveled_tiles_max5
traveled_tiles_mean2.2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.8666666666666665
valid_direction_mean0.8333333333333333
valid_direction_median0.6
valid_direction_min0.5333333333333332
No reset possible
160862065Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:55
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driven_lanedir_median0.32358671375996195
deviation-center-line_median0.05119936733513028
in-drivable-lane_median0.06666666666666665


other stats
deviation-center-line_max0.07198440943387933
deviation-center-line_mean0.04965898986551708
deviation-center-line_min0.018360211414034686
deviation-heading_max0.4736296345125723
deviation-heading_mean0.32737288854935936
deviation-heading_median0.33637277046777736
deviation-heading_min0.19533081462973495
driven_any_max1.6209970828254048
driven_any_mean1.0203135993486645
driven_any_median1.1560910599413463
driven_any_min0.465358272377857
driven_lanedir_max1.3091208316374527
driven_lanedir_mean0.5973742732321327
driven_lanedir_min0.1273343445313828
in-drivable-lane_max1.066666666666667
in-drivable-lane_mean0.28000000000000014
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.6209970828254048, "driven_lanedir": 0.32358671375996195, "in-drivable-lane": 1.066666666666667, "deviation-heading": 0.4121707352624973, "deviation-center-line": 0.05119936733513028}, "ep001": {"driven_any": 1.3419988812474013, "driven_lanedir": 1.3091208316374527, "in-drivable-lane": 0, "deviation-heading": 0.21936048787421497, "deviation-center-line": 0.07198440943387933}, "ep002": {"driven_any": 0.465358272377857, "driven_lanedir": 0.1273343445313828, "in-drivable-lane": 0.23333333333333328, "deviation-heading": 0.19533081462973495, "deviation-center-line": 0.018360211414034686}, "ep003": {"driven_any": 1.1560910599413463, "driven_lanedir": 1.006370154751966, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.33637277046777736, "deviation-center-line": 0.06684417733380221}, "ep004": {"driven_any": 0.517122700351313, "driven_lanedir": 0.22045932147990024, "in-drivable-lane": 0.06666666666666665, "deviation-heading": 0.4736296345125723, "deviation-center-line": 0.03990678381073889}}
No reset possible
160762062Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:02:05
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.5980072743967175, "good_angle": 23.218859842405017, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.933333333333336}, "ep001": {"nsteps": 500, "reward": 0.6524005942717195, "good_angle": 22.43569881874515, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.533333333333325}, "ep002": {"nsteps": 24, "reward": -41.5262134730195, "good_angle": 0.30570890094913145, "survival_time": 0.7999999999999999, "traveled_tiles": 2, "valid_direction": 0.2666666666666666}, "ep003": {"nsteps": 500, "reward": 0.6444354995563626, "good_angle": 22.318351284357384, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.5666666666666647}, "ep004": {"nsteps": 500, "reward": 0.6116877907514572, "good_angle": 22.261147481577435, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.566666666666672}}
good_angle_max23.218859842405017
good_angle_mean18.107953265606824
good_angle_median22.318351284357384
good_angle_min0.30570890094913145
reward_max0.6524005942717195
reward_mean-7.803936462808648
reward_median0.6116877907514572
reward_min-41.5262134730195
survival_time_max16.666666666666654
survival_time_mean13.493333333333322
survival_time_min0.7999999999999999
traveled_tiles_max18
traveled_tiles_mean14.8
traveled_tiles_median18
traveled_tiles_min2
valid_direction_max2.933333333333336
valid_direction_mean2.173333333333333
valid_direction_median2.5666666666666647
valid_direction_min0.2666666666666666
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160662059Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:01:46
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survival_time_median0.8333333333333333


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.644240795224905, "good_angle": 23.65626916256984, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.7333333333333245}, "ep001": {"nsteps": 23, "reward": -43.35940927591013, "good_angle": 0.24278213196138415, "survival_time": 0.7666666666666666, "traveled_tiles": 2, "valid_direction": 0.26666666666666666}, "ep002": {"nsteps": 500, "reward": 0.5532882044278086, "good_angle": 23.874437040539625, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.000000000000008}, "ep003": {"nsteps": 11, "reward": -90.66875850544734, "good_angle": 0.00294281707369804, "survival_time": 0.36666666666666664, "traveled_tiles": 2, "valid_direction": 0}, "ep004": {"nsteps": 25, "reward": -39.53804299116135, "good_angle": 0.008301928735554126, "survival_time": 0.8333333333333333, "traveled_tiles": 2, "valid_direction": 0}}
good_angle_max23.874437040539625
good_angle_mean9.55694661617602
good_angle_median0.24278213196138415
good_angle_min0.00294281707369804
reward_max0.644240795224905
reward_mean-34.47373635457322
reward_median-39.53804299116135
reward_min-90.66875850544734
survival_time_max16.666666666666654
survival_time_mean7.059999999999995
survival_time_min0.36666666666666664
traveled_tiles_max18
traveled_tiles_mean8.4
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max3.000000000000008
valid_direction_mean1.1999999999999995
valid_direction_median0.26666666666666666
valid_direction_min0
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160572058David AbrahamPytorch ILaido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:02:58
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simulation-passed1
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160522055Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:03:51
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videos1
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160482053Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:04:31
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videos1
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160362052Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:05
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videos1
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160312050Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:41
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videos1
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160292049Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:36
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driven_lanedir_median0.8998027075418225
deviation-center-line_median0.07313953108722586
in-drivable-lane_median0.8666666666666666


other stats
deviation-center-line_max0.34830234152929773
deviation-center-line_mean0.1544093211406097
deviation-center-line_min0.031719211728658714
deviation-heading_max0.8180945765097789
deviation-heading_mean0.4031118012978824
deviation-heading_median0.4355130275584815
deviation-heading_min0.04145751126146204
driven_any_max5.048546490923319
driven_any_mean2.201940139674149
driven_any_median1.1274359657472697
driven_any_min0.7813877085940585
driven_lanedir_max2.538313450600452
driven_lanedir_mean1.2907471273767093
driven_lanedir_min0.11725406960982232
in-drivable-lane_max2.4666666666666632
in-drivable-lane_mean0.8466666666666661
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.1274359657472697, "driven_lanedir": 0.11725406960982232, "in-drivable-lane": 0.8666666666666666, "deviation-heading": 0.4355130275584815, "deviation-center-line": 0.04065945769296523}, "ep001": {"driven_any": 5.048546490923319, "driven_lanedir": 2.538313450600452, "in-drivable-lane": 2.4666666666666632, "deviation-heading": 0.48975017511494173, "deviation-center-line": 0.34830234152929773}, "ep002": {"driven_any": 0.7813877085940585, "driven_lanedir": 0.7468374036166598, "in-drivable-lane": 0, "deviation-heading": 0.23074371604474783, "deviation-center-line": 0.031719211728658714}, "ep003": {"driven_any": 0.9009313480360184, "driven_lanedir": 0.8998027075418225, "in-drivable-lane": 0, "deviation-heading": 0.04145751126146204, "deviation-center-line": 0.07313953108722586}, "ep004": {"driven_any": 3.15139918507008, "driven_lanedir": 2.15152800551479, "in-drivable-lane": 0.9000000000000012, "deviation-heading": 0.8180945765097789, "deviation-center-line": 0.2782260636649011}}
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160162047Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:01:32
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survival_time_median2.3000000000000016


other stats
episodes
details{"ep000": {"nsteps": 122, "reward": -7.865644821897149, "good_angle": 5.391585523344142, "survival_time": 4.066666666666662, "traveled_tiles": 9, "valid_direction": 1.2333333333333318}, "ep001": {"nsteps": 87, "reward": -10.785340282423745, "good_angle": 0.15913888295326267, "survival_time": 2.8999999999999995, "traveled_tiles": 6, "valid_direction": 0.2333333333333325}, "ep002": {"nsteps": 69, "reward": -14.534875503376774, "good_angle": 3.07725572849689, "survival_time": 2.3000000000000016, "traveled_tiles": 4, "valid_direction": 1.2000000000000006}, "ep003": {"nsteps": 37, "reward": -27.521029331092095, "good_angle": 1.0507912152028256, "survival_time": 1.2333333333333338, "traveled_tiles": 2, "valid_direction": 0.7666666666666672}, "ep004": {"nsteps": 23, "reward": -43.661829618656114, "good_angle": 1.2692248826638557, "survival_time": 0.7666666666666666, "traveled_tiles": 2, "valid_direction": 0.4333333333333333}}
good_angle_max5.391585523344142
good_angle_mean2.1895992465321954
good_angle_median1.2692248826638557
good_angle_min0.15913888295326267
reward_max-7.865644821897149
reward_mean-20.873743911489175
reward_median-14.534875503376774
reward_min-43.661829618656114
survival_time_max4.066666666666662
survival_time_mean2.2533333333333325
survival_time_min0.7666666666666666
traveled_tiles_max9
traveled_tiles_mean4.6
traveled_tiles_median4
traveled_tiles_min2
valid_direction_max1.2333333333333318
valid_direction_mean0.7733333333333331
valid_direction_median0.7666666666666672
valid_direction_min0.2333333333333325
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160142046Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:02:29
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driven_lanedir_consec_median0.048185324520202376
deviation-center-line_median0.062038886973308165
in-drivable-lane_median0.5333333333333328


other stats
deviation-center-line_max0.5860797131848205
deviation-center-line_mean0.17667232560279603
deviation-center-line_min0.05305136909225257
deviation-heading_max2.808416816452804
deviation-heading_mean0.8269046651382743
deviation-heading_median0.4279375653529682
deviation-heading_min0.1762555863394384
driven_any_max0.6051569031814203
driven_any_mean0.1782083368080261
driven_any_median0.07814429348559544
driven_any_min0.026892387977454815
driven_lanedir_consec_max0.4870473082839429
driven_lanedir_consec_mean0.14150614018589913
driven_lanedir_consec_min0.022342460999482252
driven_lanedir_max0.4870473082839429
driven_lanedir_mean0.14153364553414977
driven_lanedir_median0.048185324520202376
driven_lanedir_min0.022342460999482252
in-drivable-lane_max2.6999999999999904
in-drivable-lane_mean0.8533333333333312
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.14773324001106267, "driven_lanedir": 0.12418585528216491, "in-drivable-lane": 0.5333333333333328, "deviation-heading": 0.5048621388733181, "deviation-center-line": 0.06127551170252838, "driven_lanedir_consec": 0.12404832854091176}, "ep001": {"driven_any": 0.6051569031814203, "driven_lanedir": 0.4870473082839429, "in-drivable-lane": 2.6999999999999904, "deviation-heading": 2.808416816452804, "deviation-center-line": 0.5860797131848205, "driven_lanedir_consec": 0.4870473082839429}, "ep002": {"driven_any": 0.07814429348559544, "driven_lanedir": 0.048185324520202376, "in-drivable-lane": 0.766666666666666, "deviation-heading": 0.4279375653529682, "deviation-center-line": 0.12091614706107054, "driven_lanedir_consec": 0.048185324520202376}, "ep003": {"driven_any": 0.03311485938459722, "driven_lanedir": 0.022342460999482252, "in-drivable-lane": 0.2666666666666666, "deviation-heading": 0.21705121867284335, "deviation-center-line": 0.062038886973308165, "driven_lanedir_consec": 0.022342460999482252}, "ep004": {"driven_any": 0.026892387977454815, "driven_lanedir": 0.025907278584956353, "in-drivable-lane": 0, "deviation-heading": 0.1762555863394384, "deviation-center-line": 0.05305136909225257, "driven_lanedir_consec": 0.025907278584956353}}
No reset possible
160091986David AbrahamCopy of #8: sub 1139 by David (Pytorch IL)aido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:02:18
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driven_lanedir_consec_median0.10391821597866596
deviation-center-line_median0.26862536417957134
in-drivable-lane_median0.20000000000000065


other stats
deviation-center-line_max0.4263044058492524
deviation-center-line_mean0.27910940229081405
deviation-center-line_min0.0469269366248106
deviation-heading_max1.51089712161778
deviation-heading_mean0.9891954786889636
deviation-heading_median0.9095851743384236
deviation-heading_min0.2815030181105763
driven_any_max0.2652038476117616
driven_any_mean0.1936174373607076
driven_any_median0.22901961590893857
driven_any_min0.0358605036773133
driven_lanedir_consec_max0.2542290107221626
driven_lanedir_consec_mean0.13898867461126335
driven_lanedir_consec_min0.028698506720047253
driven_lanedir_max0.2542290107221626
driven_lanedir_mean0.139343602253593
driven_lanedir_median0.10508334338171844
driven_lanedir_min0.028698506720047253
in-drivable-lane_max5.233333333333324
in-drivable-lane_mean1.7466666666666626
in-drivable-lane_min0.06666666666666643
per-episodes
details{"ep000": {"driven_any": 0.23960314574833208, "driven_lanedir": 0.08730777220339936, "in-drivable-lane": 5.233333333333324, "deviation-heading": 0.9095851743384236, "deviation-center-line": 0.23716524262228053, "driven_lanedir_consec": 0.0866982613948036}, "ep001": {"driven_any": 0.2652038476117616, "driven_lanedir": 0.2542290107221626, "in-drivable-lane": 0.13333333333333286, "deviation-heading": 1.51089712161778, "deviation-center-line": 0.4263044058492524, "driven_lanedir_consec": 0.2542290107221626}, "ep002": {"driven_any": 0.19840007385719255, "driven_lanedir": 0.10508334338171844, "in-drivable-lane": 3.099999999999989, "deviation-heading": 0.8857808431193541, "deviation-center-line": 0.26862536417957134, "driven_lanedir_consec": 0.10391821597866596}, "ep003": {"driven_any": 0.22901961590893857, "driven_lanedir": 0.22139937824063735, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 1.358211236258685, "deviation-center-line": 0.41652506217815544, "driven_lanedir_consec": 0.22139937824063735}, "ep004": {"driven_any": 0.0358605036773133, "driven_lanedir": 0.028698506720047253, "in-drivable-lane": 0.20000000000000065, "deviation-heading": 0.2815030181105763, "deviation-center-line": 0.0469269366248106, "driven_lanedir_consec": 0.028698506720047253}}
No reset possible
160061984Benjamin Ramtoula 🇨🇦Copy of #6: sub 1063 by Benjamin (My ROS solution)aido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.19269753801450137, "good_angle": 29.757504381046616, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.733333333333345}, "ep001": {"nsteps": 500, "reward": -0.1794443083256483, "good_angle": 30.12362275739324, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.4333333333333247}, "ep002": {"nsteps": 134, "reward": -7.514644693360845, "good_angle": 0.15655375959990672, "survival_time": 4.466666666666661, "traveled_tiles": 7, "valid_direction": 0.4}, "ep003": {"nsteps": 500, "reward": -0.1653667870289646, "good_angle": 28.77416874602099, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.600000000000012}, "ep004": {"nsteps": 500, "reward": -0.1587704750597477, "good_angle": 31.53728548874276, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.466666666666679}}
good_angle_max31.53728548874276
good_angle_mean24.069827026560706
good_angle_median29.757504381046616
good_angle_min0.15655375959990672
reward_max-0.1587704750597477
reward_mean-1.6421847603579416
reward_median-0.1794443083256483
reward_min-7.514644693360845
survival_time_max16.666666666666654
survival_time_mean14.226666666666656
survival_time_min4.466666666666661
traveled_tiles_max18
traveled_tiles_mean15.8
traveled_tiles_median18
traveled_tiles_min7
valid_direction_max3.733333333333345
valid_direction_mean2.926666666666672
valid_direction_median3.466666666666679
valid_direction_min0.4
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160032045Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:01:14
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other stats
videos1
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160001983Vincent Mai 🇨🇦Copy of #5: sub 1033 by VincentMai (ROS-based Lane Following)aido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:01:31
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driven_lanedir_consec_median0.07228990315862473
deviation-center-line_median0.21615616104968352
in-drivable-lane_median0.16666666666666663


other stats
deviation-center-line_max0.7492977296485027
deviation-center-line_mean0.29592996118604803
deviation-center-line_min0.05762218980550593
deviation-heading_max1.1514946321800203
deviation-heading_mean0.4810029202387428
deviation-heading_median0.3619251052618904
deviation-heading_min0.02719537111124361
driven_any_max0.32904446078311234
driven_any_mean0.11747625453078808
driven_any_median0.08893966747331875
driven_any_min0.01599999999999999
driven_lanedir_consec_max0.12103834704585954
driven_lanedir_consec_mean0.06451778694182167
driven_lanedir_consec_min0.015968501447897247
driven_lanedir_max0.21633240530275247
driven_lanedir_mean0.0874372202185344
driven_lanedir_median0.07228990315862473
driven_lanedir_min0.015968501447897247
in-drivable-lane_max2.7999999999999927
in-drivable-lane_mean0.7199999999999986
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.32904446078311234, "driven_lanedir": 0.21633240530275247, "in-drivable-lane": 2.7999999999999927, "deviation-heading": 1.1514946321800203, "deviation-center-line": 0.7492977296485027, "driven_lanedir_consec": 0.12103834704585954}, "ep001": {"driven_any": 0.05875345814232962, "driven_lanedir": 0.05301596384728898, "in-drivable-lane": 0.09999999999999998, "deviation-heading": 0.3619251052618904, "deviation-center-line": 0.20538745394231536, "driven_lanedir_consec": 0.03371285572061829}, "ep002": {"driven_any": 0.0946436862551796, "driven_lanedir": 0.07228990315862473, "in-drivable-lane": 0.533333333333334, "deviation-heading": 0.3216642287110095, "deviation-center-line": 0.2511862714842324, "driven_lanedir_consec": 0.07228990315862473}, "ep003": {"driven_any": 0.08893966747331875, "driven_lanedir": 0.07957932733610855, "in-drivable-lane": 0.16666666666666663, "deviation-heading": 0.5427352639295498, "deviation-center-line": 0.21615616104968352, "driven_lanedir_consec": 0.07957932733610855}, "ep004": {"driven_any": 0.01599999999999999, "driven_lanedir": 0.015968501447897247, "in-drivable-lane": 0, "deviation-heading": 0.02719537111124361, "deviation-center-line": 0.05762218980550593, "driven_lanedir_consec": 0.015968501447897247}}
No reset possible
159941978Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:38
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driven_lanedir_median1.091406458746134
deviation-center-line_median0.08212592315387272
in-drivable-lane_median0


other stats
deviation-center-line_max0.2518762365982093
deviation-center-line_mean0.12107721851837323
deviation-center-line_min0.05490591392202451
deviation-heading_max0.45407029188686465
deviation-heading_mean0.17309554188840082
deviation-heading_median0.05708969699665495
deviation-heading_min0.043835657378335294
driven_any_max3.1739950025513224
driven_any_mean1.895053326314172
driven_any_median2.0385809110620485
driven_any_min0.7523819440960181
driven_lanedir_max2.725662934615298
driven_lanedir_mean1.5617636747646029
driven_lanedir_min0.7507483782846083
in-drivable-lane_max0.7999999999999999
in-drivable-lane_mean0.2733333333333333
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 2.0385809110620485, "driven_lanedir": 1.091406458746134, "in-drivable-lane": 0.7999999999999999, "deviation-heading": 0.2620557027454179, "deviation-center-line": 0.08212592315387272}, "ep001": {"driven_any": 0.7523819440960181, "driven_lanedir": 0.7507483782846083, "in-drivable-lane": 0, "deviation-heading": 0.043835657378335294, "deviation-center-line": 0.05792165346002597}, "ep002": {"driven_any": 3.1739950025513224, "driven_lanedir": 2.46162759919767, "in-drivable-lane": 0.5666666666666669, "deviation-heading": 0.45407029188686465, "deviation-center-line": 0.1585563654577336}, "ep003": {"driven_any": 2.7278208854933705, "driven_lanedir": 2.725662934615298, "in-drivable-lane": 0, "deviation-heading": 0.05708969699665495, "deviation-center-line": 0.2518762365982093}, "ep004": {"driven_any": 0.7824878883681015, "driven_lanedir": 0.7793730029793036, "in-drivable-lane": 0, "deviation-heading": 0.048426360434731225, "deviation-center-line": 0.05490591392202451}}
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159891985Samuel LavoieCopy of #7: sub 819 by lavoiems (Baby Duke)aido1_LFV_r1-v3step3-videossuccessyesrudolf-80:00:37
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159831978Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:19
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survival_time_median1.9000000000000024


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episodes
details{"ep000": {"nsteps": 57, "reward": -17.604752775869873, "good_angle": 0.20975558005863332, "survival_time": 1.9000000000000024, "traveled_tiles": 4, "valid_direction": 0.4333333333333333}, "ep001": {"nsteps": 21, "reward": -47.27388715424708, "good_angle": 0.0029636360995982576, "survival_time": 0.7, "traveled_tiles": 3, "valid_direction": 0}, "ep002": {"nsteps": 86, "reward": -11.295961448911925, "good_angle": 0.21679110049246436, "survival_time": 2.8666666666666663, "traveled_tiles": 6, "valid_direction": 0.6666666666666653}, "ep003": {"nsteps": 73, "reward": -13.61384103167802, "good_angle": 0.05930849206753664, "survival_time": 2.4333333333333345, "traveled_tiles": 5, "valid_direction": 0.16666666666666685}, "ep004": {"nsteps": 22, "reward": -45.08661281670952, "good_angle": 0.020905831865090888, "survival_time": 0.7333333333333333, "traveled_tiles": 2, "valid_direction": 0.06666666666666665}}
good_angle_max0.21679110049246436
good_angle_mean0.1019449281166647
good_angle_median0.05930849206753664
good_angle_min0.0029636360995982576
reward_max-11.295961448911925
reward_mean-26.97501104548328
reward_median-17.604752775869873
reward_min-47.27388715424708
survival_time_max2.8666666666666663
survival_time_mean1.7266666666666672
survival_time_min0.7
traveled_tiles_max6
traveled_tiles_mean4
traveled_tiles_median4
traveled_tiles_min2
valid_direction_max0.6666666666666653
valid_direction_mean0.2666666666666664
valid_direction_median0.16666666666666685
valid_direction_min0
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159761980Anton Mashikhin 🇷🇺Copy of #2: sub 1579 by heyt0ny (SAIC MOSCOW MML)aido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median16.666666666666654


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episodes
details{"ep000": {"nsteps": 500, "reward": 0.5927495966739953, "good_angle": 26.043355310505103, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.3333333333333277}, "ep001": {"nsteps": 500, "reward": 0.6008913839459419, "good_angle": 28.024091941733516, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.133333333333323}, "ep002": {"nsteps": 89, "reward": -10.592066153381648, "good_angle": 0.09344216728887522, "survival_time": 2.966666666666666, "traveled_tiles": 6, "valid_direction": 0.13333333333333286}, "ep003": {"nsteps": 500, "reward": 0.6489106970727444, "good_angle": 27.703652588440423, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.9999999999999987}, "ep004": {"nsteps": 500, "reward": 0.6130036712288857, "good_angle": 27.100186450550016, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.3000000000000065}}
good_angle_max28.024091941733516
good_angle_mean21.792945691703583
good_angle_median27.100186450550016
good_angle_min0.09344216728887522
reward_max0.6489106970727444
reward_mean-1.627302160892016
reward_median0.6008913839459419
reward_min-10.592066153381648
survival_time_max16.666666666666654
survival_time_mean13.926666666666655
survival_time_min2.966666666666666
traveled_tiles_max18
traveled_tiles_mean15.6
traveled_tiles_median18
traveled_tiles_min6
valid_direction_max3.3333333333333277
valid_direction_mean2.5799999999999974
valid_direction_median3.133333333333323
valid_direction_min0.13333333333333286
No reset possible
159592036Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:02:19
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driven_lanedir_consec_median0.046774538392054754
deviation-center-line_median0.05588789364642239
in-drivable-lane_median0.3666666666666666


other stats
deviation-center-line_max0.6465888218463399
deviation-center-line_mean0.1866627900151399
deviation-center-line_min0.05014595768482304
deviation-heading_max2.776059952169601
deviation-heading_mean0.756257007358269
deviation-heading_median0.2746447819332113
deviation-heading_min0.16378790397326592
driven_any_max0.6026987714227425
driven_any_mean0.16833535207753353
driven_any_median0.07120696268064593
driven_any_min0.036004600485255
driven_lanedir_consec_max0.482121991028064
driven_lanedir_consec_mean0.13199065134524596
driven_lanedir_consec_min0.022262922667167655
driven_lanedir_max0.482121991028064
driven_lanedir_mean0.13199065134524596
driven_lanedir_median0.046774538392054754
driven_lanedir_min0.022262922667167655
in-drivable-lane_max2.8999999999999897
in-drivable-lane_mean0.9066666666666648
in-drivable-lane_min0.30000000000000004
per-episodes
details{"ep000": {"driven_any": 0.07120696268064593, "driven_lanedir": 0.046774538392054754, "in-drivable-lane": 0.666666666666667, "deviation-heading": 0.2746447819332113, "deviation-center-line": 0.05032426904051532, "driven_lanedir_consec": 0.046774538392054754}, "ep001": {"driven_any": 0.05728803984426756, "driven_lanedir": 0.046637563735886026, "in-drivable-lane": 0.30000000000000093, "deviation-heading": 0.19196608496235396, "deviation-center-line": 0.05588789364642239, "driven_lanedir_consec": 0.046637563735886026}, "ep002": {"driven_any": 0.6026987714227425, "driven_lanedir": 0.482121991028064, "in-drivable-lane": 2.8999999999999897, "deviation-heading": 2.776059952169601, "deviation-center-line": 0.6465888218463399, "driven_lanedir_consec": 0.482121991028064}, "ep003": {"driven_any": 0.07447838595475671, "driven_lanedir": 0.06215624090305742, "in-drivable-lane": 0.30000000000000004, "deviation-heading": 0.37482631375291303, "deviation-center-line": 0.13036700785759897, "driven_lanedir_consec": 0.06215624090305742}, "ep004": {"driven_any": 0.036004600485255, "driven_lanedir": 0.022262922667167655, "in-drivable-lane": 0.3666666666666666, "deviation-heading": 0.16378790397326592, "deviation-center-line": 0.05014595768482304, "driven_lanedir_consec": 0.022262922667167655}}
No reset possible
159532038Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:01:11
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159472039Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:48
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159452039Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median1.4333333333333345


other stats
episodes
details{"ep000": {"nsteps": 28, "reward": -36.69418385731323, "good_angle": 0.42665166263893217, "survival_time": 0.9333333333333332, "traveled_tiles": 2, "valid_direction": 0.4666666666666666}, "ep001": {"nsteps": 43, "reward": -23.082140610361105, "good_angle": 0.3063736554563179, "survival_time": 1.4333333333333345, "traveled_tiles": 3, "valid_direction": 0.8666666666666674}, "ep002": {"nsteps": 30, "reward": -33.41883473666385, "good_angle": 0.5582880275429376, "survival_time": 1, "traveled_tiles": 2, "valid_direction": 0.7666666666666666}, "ep003": {"nsteps": 162, "reward": -5.936206767122824, "good_angle": 0.8026748686185282, "survival_time": 5.399999999999991, "traveled_tiles": 11, "valid_direction": 0.8333333333333304}, "ep004": {"nsteps": 61, "reward": -15.785554173112404, "good_angle": 0.20051029724800817, "survival_time": 2.033333333333336, "traveled_tiles": 5, "valid_direction": 0.4333333333333339}}
good_angle_max0.8026748686185282
good_angle_mean0.4588997023009448
good_angle_median0.42665166263893217
good_angle_min0.20051029724800817
reward_max-5.936206767122824
reward_mean-22.98338402891468
reward_median-23.082140610361105
reward_min-36.69418385731323
survival_time_max5.399999999999991
survival_time_mean2.159999999999999
survival_time_min0.9333333333333332
traveled_tiles_max11
traveled_tiles_mean4.6
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max0.8666666666666674
valid_direction_mean0.673333333333333
valid_direction_median0.7666666666666666
valid_direction_min0.4333333333333339
No reset possible
159372039Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:02:28
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simulation-passed1
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159232030Eric LuCopy of #53: sub 1311 by Eric Lu (Baseline solution using imitation learning from logs)aido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:01:32
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driven_lanedir_consec_median0.016637112151101145
deviation-center-line_median0.13439767181359902
in-drivable-lane_median0.8666666666666636


other stats
deviation-center-line_max0.2745151969902628
deviation-center-line_mean0.13500113662139218
deviation-center-line_min0
deviation-heading_max0.8232682190723541
deviation-heading_mean0.34455405984606063
deviation-heading_median0.24044282751419205
deviation-heading_min0
driven_any_max0.05901078548295614
driven_any_mean0.038978177469045375
driven_any_median0.04348163364566491
driven_any_min0.011646862701386596
driven_lanedir_consec_max0.04761974043023117
driven_lanedir_consec_mean0.0214140262897582
driven_lanedir_consec_min0
driven_lanedir_max0.04761974043023117
driven_lanedir_mean0.0214140262897582
driven_lanedir_median0.016637112151101145
driven_lanedir_min0
in-drivable-lane_max4.633333333333327
in-drivable-lane_mean1.433333333333331
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.0535755855066244, "driven_lanedir": 0, "in-drivable-lane": 4.633333333333327, "deviation-heading": 0, "deviation-center-line": 0, "driven_lanedir_consec": 0}, "ep001": {"driven_any": 0.04348163364566491, "driven_lanedir": 0.031227544576831183, "in-drivable-lane": 0.7666666666666639, "deviation-heading": 0.8232682190723541, "deviation-center-line": 0.2745151969902628, "driven_lanedir_consec": 0.031227544576831183}, "ep002": {"driven_any": 0.027176020008594814, "driven_lanedir": 0.016637112151101145, "in-drivable-lane": 0.8999999999999999, "deviation-heading": 0.24044282751419205, "deviation-center-line": 0.12097933861154672, "driven_lanedir_consec": 0.016637112151101145}, "ep003": {"driven_any": 0.05901078548295614, "driven_lanedir": 0.04761974043023117, "in-drivable-lane": 0.8666666666666636, "deviation-heading": 0.5559287926654566, "deviation-center-line": 0.14511347569155242, "driven_lanedir_consec": 0.04761974043023117}, "ep004": {"driven_any": 0.011646862701386596, "driven_lanedir": 0.01158573429062751, "in-drivable-lane": 0, "deviation-heading": 0.1031304599783003, "deviation-center-line": 0.13439767181359902, "driven_lanedir_consec": 0.01158573429062751}}
No reset possible
159192031Luca BonaminiCopy of #54: sub 798 by CpPI (Random execution)aido1_LFV_r1-v3step3-videossuccessyesrudolf-80:00:36
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159132030Eric LuCopy of #53: sub 1311 by Eric Lu (Baseline solution using imitation learning from logs)aido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median3.799999999999996


other stats
episodes
details{"ep000": {"nsteps": 140, "reward": -9.307423129677773, "good_angle": 11.402754518688088, "survival_time": 4.66666666666666, "traveled_tiles": 3, "valid_direction": 1.5999999999999943}, "ep001": {"nsteps": 114, "reward": -9.250731261414394, "good_angle": 6.775298049730536, "survival_time": 3.799999999999996, "traveled_tiles": 3, "valid_direction": 1.5999999999999943}, "ep002": {"nsteps": 72, "reward": -13.886113657024302, "good_angle": 0.5191171379217401, "survival_time": 2.4000000000000012, "traveled_tiles": 2, "valid_direction": 1.0333333333333337}, "ep003": {"nsteps": 154, "reward": -6.509751645388541, "good_angle": 8.188777798886932, "survival_time": 5.133333333333325, "traveled_tiles": 4, "valid_direction": 1.5999999999999943}, "ep004": {"nsteps": 32, "reward": -30.98042037896812, "good_angle": 0.011542839914011326, "survival_time": 1.0666666666666669, "traveled_tiles": 2, "valid_direction": 0}}
good_angle_max11.402754518688088
good_angle_mean5.379498069028261
good_angle_median6.775298049730536
good_angle_min0.011542839914011326
reward_max-6.509751645388541
reward_mean-13.986888014494628
reward_median-9.307423129677773
reward_min-30.98042037896812
survival_time_max5.133333333333325
survival_time_mean3.4133333333333296
survival_time_min1.0666666666666669
traveled_tiles_max4
traveled_tiles_mean2.8
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max1.5999999999999943
valid_direction_mean1.1666666666666632
valid_direction_median1.5999999999999943
valid_direction_min0
No reset possible
159002018Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:01:40
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158922023Amaury Camus 🇨🇭Copy of #46: sub 780 by AmaurX (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:01:00
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driven_lanedir_consec_median0.01793805828695687
deviation-center-line_median0.05687077312900421
in-drivable-lane_median0.03333333333333344


other stats
deviation-center-line_max0.14421031566202716
deviation-center-line_mean0.0666467182193331
deviation-center-line_min0
deviation-heading_max0.6001369573654474
deviation-heading_mean0.28581939320834227
deviation-heading_median0.3035262654744852
deviation-heading_min0
driven_any_max0.034069090329365184
driven_any_mean0.022346565664903027
driven_any_median0.019679499044948374
driven_any_min0.011145618537492524
driven_lanedir_consec_max0.030261689098666063
driven_lanedir_consec_mean0.01597621023633426
driven_lanedir_consec_min0
driven_lanedir_max0.030261689098666063
driven_lanedir_mean0.01597621023633426
driven_lanedir_median0.01793805828695687
driven_lanedir_min0
in-drivable-lane_max0.7333333333333354
in-drivable-lane_mean0.2666666666666671
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.011145618537492524, "driven_lanedir": 0, "in-drivable-lane": 0.5333333333333333, "deviation-heading": 0, "deviation-center-line": 0, "driven_lanedir_consec": 0}, "ep001": {"driven_any": 0.019679499044948374, "driven_lanedir": 0.01871466462575917, "in-drivable-lane": 0, "deviation-heading": 0.3035262654744852, "deviation-center-line": 0.05687077312900421, "driven_lanedir_consec": 0.01871466462575917}, "ep002": {"driven_any": 0.01370647166460554, "driven_lanedir": 0.0129666391702892, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.20796948000871973, "deviation-center-line": 0.05399657480040482, "driven_lanedir_consec": 0.0129666391702892}, "ep003": {"driven_any": 0.03313214874810352, "driven_lanedir": 0.030261689098666063, "in-drivable-lane": 0.03333333333333344, "deviation-heading": 0.6001369573654474, "deviation-center-line": 0.14421031566202716, "driven_lanedir_consec": 0.030261689098666063}, "ep004": {"driven_any": 0.034069090329365184, "driven_lanedir": 0.01793805828695687, "in-drivable-lane": 0.7333333333333354, "deviation-heading": 0.3174642631930591, "deviation-center-line": 0.07815592750522932, "driven_lanedir_consec": 0.01793805828695687}}
No reset possible
158872023Amaury Camus 🇨🇭Copy of #46: sub 780 by AmaurX (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step3-videossuccessyesrudolf-80:00:34
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videos1
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158832023Amaury Camus 🇨🇭Copy of #46: sub 780 by AmaurX (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median1.166666666666667


other stats
episodes
details{"ep000": {"nsteps": 17, "reward": -60.48209885989918, "good_angle": 0.17352092186269477, "survival_time": 0.5666666666666667, "traveled_tiles": 1, "valid_direction": 0.4333333333333333}, "ep001": {"nsteps": 35, "reward": -27.88083145064967, "good_angle": 0.11995256778285514, "survival_time": 1.166666666666667, "traveled_tiles": 2, "valid_direction": 0.3333333333333336}, "ep002": {"nsteps": 24, "reward": -41.14148143992255, "good_angle": 0.07907065958716804, "survival_time": 0.7999999999999999, "traveled_tiles": 2, "valid_direction": 0.3333333333333333}, "ep003": {"nsteps": 48, "reward": -20.32038758058722, "good_angle": 0.2839350523107085, "survival_time": 1.6000000000000016, "traveled_tiles": 2, "valid_direction": 1.000000000000001}, "ep004": {"nsteps": 51, "reward": -20.12317009422673, "good_angle": 1.7340660093242195, "survival_time": 1.700000000000002, "traveled_tiles": 3, "valid_direction": 1.2333333333333354}}
good_angle_max1.7340660093242195
good_angle_mean0.4781090421735292
good_angle_median0.17352092186269477
good_angle_min0.07907065958716804
reward_max-20.12317009422673
reward_mean-33.98959388505707
reward_median-27.88083145064967
reward_min-60.48209885989918
survival_time_max1.700000000000002
survival_time_mean1.1666666666666674
survival_time_min0.5666666666666667
traveled_tiles_max3
traveled_tiles_mean2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.2333333333333354
valid_direction_mean0.6666666666666673
valid_direction_median0.4333333333333333
valid_direction_min0.3333333333333333
No reset possible
158732023Amaury Camus 🇨🇭Copy of #46: sub 780 by AmaurX (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:01:05
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simulation-passed1
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158662017Alessandro MorraCopy of #41: sub 778 by morraa (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:01:01
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driven_lanedir_consec_median0.016563569996353594
deviation-center-line_median0.04916082144831159
in-drivable-lane_median0.33333333333333437


other stats
deviation-center-line_max0.06805967220999304
deviation-center-line_mean0.04446351535732716
deviation-center-line_min0
deviation-heading_max0.20646947474391847
deviation-heading_mean0.1034815869373824
deviation-heading_median0.0903276404648559
deviation-heading_min0
driven_any_max0.058369759880429216
driven_any_mean0.03638088998692201
driven_any_median0.04221189250685274
driven_any_min0.010044847839627162
driven_lanedir_consec_max0.04722030149524487
driven_lanedir_consec_mean0.021062765693233017
driven_lanedir_consec_min0
driven_lanedir_max0.04722030149524487
driven_lanedir_mean0.021062765693233017
driven_lanedir_median0.016563569996353594
driven_lanedir_min0
in-drivable-lane_max1.5666666666666682
in-drivable-lane_mean0.5200000000000007
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.04537182716485852, "driven_lanedir": 0, "in-drivable-lane": 1.5666666666666682, "deviation-heading": 0, "deviation-center-line": 0, "driven_lanedir_consec": 0}, "ep001": {"driven_any": 0.04221189250685274, "driven_lanedir": 0.031547662758077216, "in-drivable-lane": 0.33333333333333437, "deviation-heading": 0.18079447396744436, "deviation-center-line": 0.05678818875278745, "driven_lanedir_consec": 0.031547662758077216}, "ep002": {"driven_any": 0.025906122542842393, "driven_lanedir": 0.016563569996353594, "in-drivable-lane": 0.33333333333333326, "deviation-heading": 0.0903276404648559, "deviation-center-line": 0.04916082144831159, "driven_lanedir_consec": 0.016563569996353594}, "ep003": {"driven_any": 0.058369759880429216, "driven_lanedir": 0.04722030149524487, "in-drivable-lane": 0.36666666666666736, "deviation-heading": 0.20646947474391847, "deviation-center-line": 0.06805967220999304, "driven_lanedir_consec": 0.04722030149524487}, "ep004": {"driven_any": 0.010044847839627162, "driven_lanedir": 0.009982294216489397, "in-drivable-lane": 0, "deviation-heading": 0.03981634551069334, "deviation-center-line": 0.04830889437554377, "driven_lanedir_consec": 0.009982294216489397}}
No reset possible
158572015Martin Shin 🇭🇰Copy of #39: sub 756 by marshin (PyTorch template)aido1_LFV_r1-v3step3-videossuccessyesrudolf-80:00:41
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other stats
videos1
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158542015Martin Shin 🇭🇰Copy of #39: sub 756 by marshin (PyTorch template)aido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median1.700000000000002


other stats
episodes
details{"ep000": {"nsteps": 34, "reward": -30.798960997777822, "good_angle": 0.11594986349925096, "survival_time": 1.1333333333333335, "traveled_tiles": 2, "valid_direction": 0.40000000000000024}, "ep001": {"nsteps": 60, "reward": -17.530725455035768, "good_angle": 3.0643108070698073, "survival_time": 2.0000000000000027, "traveled_tiles": 3, "valid_direction": 1.333333333333336}, "ep002": {"nsteps": 51, "reward": -19.16123760655961, "good_angle": 0.5800147824225607, "survival_time": 1.700000000000002, "traveled_tiles": 2, "valid_direction": 1.0666666666666689}, "ep003": {"nsteps": 70, "reward": -14.17860095812939, "good_angle": 0.4309050410845652, "survival_time": 2.333333333333335, "traveled_tiles": 3, "valid_direction": 0.8333333333333335}, "ep004": {"nsteps": 50, "reward": -20.395027744174005, "good_angle": 1.263225451340386, "survival_time": 1.6666666666666683, "traveled_tiles": 3, "valid_direction": 1.0666666666666689}}
good_angle_max3.0643108070698073
good_angle_mean1.090881189083314
good_angle_median0.5800147824225607
good_angle_min0.11594986349925096
reward_max-14.17860095812939
reward_mean-20.41291055233532
reward_median-19.16123760655961
reward_min-30.798960997777822
survival_time_max2.333333333333335
survival_time_mean1.7666666666666682
survival_time_min1.1333333333333335
traveled_tiles_max3
traveled_tiles_mean2.6
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max1.333333333333336
valid_direction_mean0.9400000000000012
valid_direction_median1.0666666666666689
valid_direction_min0.40000000000000024
No reset possible
158492012Laurent MandrileCopy of #36: sub 613 by lmandrile (PyTorch template)aido1_LFV_r1-v3step3-videossuccessyesrudolf-80:00:41
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videos1
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158412011hanxue liangCopy of #35: sub 784 by haliang (Random execution)aido1_LFV_r1-v3step3-videossuccessyesrudolf-80:00:35
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videos1
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158362010Tina ChuCopy of #34: sub 897 by inat777 (Random execution)aido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median3.2333333333333316


other stats
episodes
details{"ep000": {"nsteps": 120, "reward": -9.714782647470322, "good_angle": 8.783284608337642, "survival_time": 3.999999999999995, "traveled_tiles": 3, "valid_direction": 1.399999999999995}, "ep001": {"nsteps": 95, "reward": -10.984709256730582, "good_angle": 5.417539642593366, "survival_time": 3.166666666666665, "traveled_tiles": 4, "valid_direction": 1.3333333333333297}, "ep002": {"nsteps": 60, "reward": -16.674376663348326, "good_angle": 0.382620423087133, "survival_time": 2.0000000000000027, "traveled_tiles": 2, "valid_direction": 0.8666666666666691}, "ep003": {"nsteps": 128, "reward": -8.073858029674739, "good_angle": 5.473507183315122, "survival_time": 4.266666666666661, "traveled_tiles": 4, "valid_direction": 1.3333333333333286}, "ep004": {"nsteps": 97, "reward": -11.702690482446828, "good_angle": 5.935765419031036, "survival_time": 3.2333333333333316, "traveled_tiles": 3, "valid_direction": 1.2999999999999956}}
good_angle_max8.783284608337642
good_angle_mean5.198543455272859
good_angle_median5.473507183315122
good_angle_min0.382620423087133
reward_max-8.073858029674739
reward_mean-11.43008341593416
reward_median-10.984709256730582
reward_min-16.674376663348326
survival_time_max4.266666666666661
survival_time_mean3.3333333333333313
survival_time_min2.0000000000000027
traveled_tiles_max4
traveled_tiles_mean3.2
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max1.399999999999995
valid_direction_mean1.2466666666666637
valid_direction_median1.3333333333333286
valid_direction_min0.8666666666666691
No reset possible
158262011hanxue liangCopy of #35: sub 784 by haliang (Random execution)aido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:01:18
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simulation-passed1
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158182008Iban Harlouchet 🇨🇦Copy of #32: sub 651 by iban_alex (PyTorch template)aido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:01:17
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other stats
simulation-passed1
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158112004Zijian Dong 🇨🇳Copy of #28: sub 782 by zjdong (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:01:20
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driven_lanedir_consec_median0.014764647363268725
deviation-center-line_median0.1079621221099609
in-drivable-lane_median0.6666666666666643


other stats
deviation-center-line_max0.1689275501667663
deviation-center-line_mean0.09998419619853167
deviation-center-line_min0
deviation-heading_max0.5449885104823516
deviation-heading_mean0.25801802536111923
deviation-heading_median0.2122544259523616
deviation-heading_min0
driven_any_max0.05907898401439847
driven_any_mean0.03689689016481893
driven_any_median0.04322967623184043
driven_any_min0.011161180391698904
driven_lanedir_consec_max0.04709453171870873
driven_lanedir_consec_mean0.02090910034158218
driven_lanedir_consec_min0
driven_lanedir_max0.04709453171870873
driven_lanedir_mean0.02090910034158218
driven_lanedir_median0.014764647363268725
driven_lanedir_min0
in-drivable-lane_max3.8666666666666623
in-drivable-lane_mean1.0999999999999983
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.05350483240517644, "driven_lanedir": 0, "in-drivable-lane": 3.8666666666666623, "deviation-heading": 0, "deviation-center-line": 0, "driven_lanedir_consec": 0}, "ep001": {"driven_any": 0.04322967623184043, "driven_lanedir": 0.031588497016235846, "in-drivable-lane": 0.6666666666666643, "deviation-heading": 0.5449885104823516, "deviation-center-line": 0.1689275501667663, "driven_lanedir_consec": 0.031588497016235846}, "ep002": {"driven_any": 0.01750977778098035, "driven_lanedir": 0.014764647363268725, "in-drivable-lane": 0.20000000000000065, "deviation-heading": 0.2122544259523616, "deviation-center-line": 0.09596749970815711, "driven_lanedir_consec": 0.014764647363268725}, "ep003": {"driven_any": 0.05907898401439847, "driven_lanedir": 0.04709453171870873, "in-drivable-lane": 0.7666666666666639, "deviation-heading": 0.44831360022416766, "deviation-center-line": 0.1270638090077742, "driven_lanedir_consec": 0.04709453171870873}, "ep004": {"driven_any": 0.011161180391698904, "driven_lanedir": 0.011097825609697586, "in-drivable-lane": 0, "deviation-heading": 0.0845335901467152, "deviation-center-line": 0.1079621221099609, "driven_lanedir_consec": 0.011097825609697586}}
No reset possible
158072004Zijian Dong 🇨🇳Copy of #28: sub 782 by zjdong (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step3-videossuccessyesrudolf-80:00:39
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other stats
videos1
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158032004Zijian Dong 🇨🇳Copy of #28: sub 782 by zjdong (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median3.133333333333332


other stats
episodes
details{"ep000": {"nsteps": 117, "reward": -11.125966568787891, "good_angle": 9.454519380908495, "survival_time": 3.899999999999996, "traveled_tiles": 3, "valid_direction": 1.2999999999999954}, "ep001": {"nsteps": 94, "reward": -11.062543098596816, "good_angle": 5.93007459515041, "survival_time": 3.133333333333332, "traveled_tiles": 3, "valid_direction": 1.3333333333333297}, "ep002": {"nsteps": 40, "reward": -24.584324820089385, "good_angle": 0.10139668686213578, "survival_time": 1.333333333333334, "traveled_tiles": 2, "valid_direction": 0.33333333333333426}, "ep003": {"nsteps": 129, "reward": -7.808103148789369, "good_angle": 6.572704824515269, "survival_time": 4.2999999999999945, "traveled_tiles": 4, "valid_direction": 1.3333333333333286}, "ep004": {"nsteps": 26, "reward": -38.19147418324764, "good_angle": 0.009754743969848632, "survival_time": 0.8666666666666666, "traveled_tiles": 2, "valid_direction": 0}}
good_angle_max9.454519380908495
good_angle_mean4.413690046281233
good_angle_median5.93007459515041
good_angle_min0.009754743969848632
reward_max-7.808103148789369
reward_mean-18.55448236390222
reward_median-11.125966568787891
reward_min-38.19147418324764
survival_time_max4.2999999999999945
survival_time_mean2.7066666666666648
survival_time_min0.8666666666666666
traveled_tiles_max4
traveled_tiles_mean2.8
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max1.3333333333333297
valid_direction_mean0.8599999999999977
valid_direction_median1.2999999999999954
valid_direction_min0
No reset possible
157972005Patrick Pfreundschuh 🇨🇭Copy of #29: sub 872 by patripfr (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:01:11
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other stats
simulation-passed1
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157871988Philippe LacailleCopy of #10: sub 985 by placaille (Dolores Awakening)aido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:01:25
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driven_lanedir_consec_median0.07255475283893824
deviation-center-line_median0.16209808104491777
in-drivable-lane_median0.09999999999999964


other stats
deviation-center-line_max0.38669813948833137
deviation-center-line_mean0.19648928042749247
deviation-center-line_min0.06822934713434914
deviation-heading_max1.31415270996648
deviation-heading_mean0.6630963728078652
deviation-heading_median0.5606153127921747
deviation-heading_min0.2760794677442387
driven_any_max0.2188350786378083
driven_any_mean0.09713018862726638
driven_any_median0.08959141128780253
driven_any_min0.03298558939553679
driven_lanedir_consec_max0.2123853474423123
driven_lanedir_consec_mean0.0884247700654977
driven_lanedir_consec_min0.023654142404015355
driven_lanedir_max0.2123853474423123
driven_lanedir_mean0.08960487230481096
driven_lanedir_median0.07845526403550449
driven_lanedir_min0.023654142404015355
in-drivable-lane_max0.23333333333333336
in-drivable-lane_mean0.10666666666666656
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.03298558939553679, "driven_lanedir": 0.023654142404015355, "in-drivable-lane": 0.23333333333333336, "deviation-heading": 0.2760794677442387, "deviation-center-line": 0.06822934713434914, "driven_lanedir_consec": 0.023654142404015355}, "ep001": {"driven_any": 0.08959141128780253, "driven_lanedir": 0.07845526403550449, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 0.834950786053884, "deviation-center-line": 0.16209808104491777, "driven_lanedir_consec": 0.07255475283893824}, "ep002": {"driven_any": 0.10526928620238474, "driven_lanedir": 0.09661004608427295, "in-drivable-lane": 0.19999999999999984, "deviation-heading": 0.5606153127921747, "deviation-center-line": 0.29048991722447687, "driven_lanedir_consec": 0.09661004608427295}, "ep003": {"driven_any": 0.038969577612799566, "driven_lanedir": 0.03691956155794967, "in-drivable-lane": 0, "deviation-heading": 0.32968358748254806, "deviation-center-line": 0.0749309172453871, "driven_lanedir_consec": 0.03691956155794967}, "ep004": {"driven_any": 0.2188350786378083, "driven_lanedir": 0.2123853474423123, "in-drivable-lane": 0, "deviation-heading": 1.31415270996648, "deviation-center-line": 0.38669813948833137, "driven_lanedir_consec": 0.2123853474423123}}
No reset possible
157821997Ruixiang Zhang 🇨🇦Copy of #20: sub 903 by sodabeta (PyTorch DDPG template)aido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.6624940240718424, "good_angle": 13.684182240766786, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 13.066666666666658}, "ep001": {"nsteps": 500, "reward": -0.4225902606509626, "good_angle": 13.616915015984157, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.666666666666655}, "ep002": {"nsteps": 500, "reward": -0.34972034086845816, "good_angle": 13.606028153356318, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.599999999999987}, "ep003": {"nsteps": 500, "reward": -0.5810712305027992, "good_angle": 13.800179107468557, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 13.133333333333322}, "ep004": {"nsteps": 500, "reward": -0.694276511400938, "good_angle": 13.58280954007694, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.49999999999999}}
good_angle_max13.800179107468557
good_angle_mean13.658022811530552
good_angle_median13.616915015984157
good_angle_min13.58280954007694
reward_max-0.34972034086845816
reward_mean-0.5420304734990001
reward_median-0.5810712305027992
reward_min-0.694276511400938
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max2
traveled_tiles_mean1.2
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max13.133333333333322
valid_direction_mean12.793333333333322
valid_direction_median12.666666666666655
valid_direction_min12.49999999999999
No reset possible
157781988Philippe LacailleCopy of #10: sub 985 by placaille (Dolores Awakening)aido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median2.7


other stats
episodes
details{"ep000": {"nsteps": 31, "reward": -32.24567242831953, "good_angle": 0.47765308095986486, "survival_time": 1.0333333333333332, "traveled_tiles": 2, "valid_direction": 0.33333333333333326}, "ep001": {"nsteps": 81, "reward": -12.181942778605002, "good_angle": 2.810742451866328, "survival_time": 2.7, "traveled_tiles": 5, "valid_direction": 1.2999999999999998}, "ep002": {"nsteps": 91, "reward": -10.54118911950634, "good_angle": 0.24122278188767757, "survival_time": 3.0333333333333323, "traveled_tiles": 6, "valid_direction": 0.6333333333333349}, "ep003": {"nsteps": 36, "reward": -27.086571749920648, "good_angle": 0.18507024836050276, "survival_time": 1.2000000000000004, "traveled_tiles": 2, "valid_direction": 0.3333333333333337}, "ep004": {"nsteps": 192, "reward": -4.9218017269934835, "good_angle": 9.138035784024176, "survival_time": 6.399999999999987, "traveled_tiles": 13, "valid_direction": 1.7333333333333305}}
good_angle_max9.138035784024176
good_angle_mean2.57054486941971
good_angle_median0.47765308095986486
good_angle_min0.18507024836050276
reward_max-4.9218017269934835
reward_mean-17.395435560669
reward_median-12.181942778605002
reward_min-32.24567242831953
survival_time_max6.399999999999987
survival_time_mean2.8733333333333304
survival_time_min1.0333333333333332
traveled_tiles_max13
traveled_tiles_mean5.6
traveled_tiles_median5
traveled_tiles_min2
valid_direction_max1.7333333333333305
valid_direction_mean0.8666666666666665
valid_direction_median0.6333333333333349
valid_direction_min0.33333333333333326
No reset possible
157661995Petra Csereoka 🇷🇴Copy of #18: sub 1378 by melorian (Tensorflow template)aido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:01:29
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survival_time_median1.8666666666666691


other stats
episodes
details{"ep000": {"nsteps": 95, "reward": -11.224536883193805, "good_angle": 4.188380178994408, "survival_time": 3.166666666666665, "traveled_tiles": 3, "valid_direction": 1.7999999999999985}, "ep001": {"nsteps": 32, "reward": -30.77327162749134, "good_angle": 0.12936961332419503, "survival_time": 1.0666666666666669, "traveled_tiles": 2, "valid_direction": 0.1333333333333334}, "ep002": {"nsteps": 155, "reward": -5.954935943118987, "good_angle": 0.2413703441587069, "survival_time": 5.166666666666658, "traveled_tiles": 6, "valid_direction": 0.5666666666666665}, "ep003": {"nsteps": 56, "reward": -17.39144872794194, "good_angle": 0.18191571157833009, "survival_time": 1.8666666666666691, "traveled_tiles": 2, "valid_direction": 0.16666666666666718}, "ep004": {"nsteps": 36, "reward": -27.49110857397318, "good_angle": 0.1596655642781213, "survival_time": 1.2000000000000004, "traveled_tiles": 2, "valid_direction": 0.26666666666666716}}
good_angle_max4.188380178994408
good_angle_mean0.9801402824667524
good_angle_median0.18191571157833009
good_angle_min0.12936961332419503
reward_max-5.954935943118987
reward_mean-18.56706035114385
reward_median-17.39144872794194
reward_min-30.77327162749134
survival_time_max5.166666666666658
survival_time_mean2.493333333333332
survival_time_min1.0666666666666669
traveled_tiles_max6
traveled_tiles_mean3
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max1.7999999999999985
valid_direction_mean0.5866666666666664
valid_direction_median0.26666666666666716
valid_direction_min0.1333333333333334
No reset possible
157581989Hristo Vrigazov 🇧🇬Copy of #11: sub 1552 by hvrigazov (Visteon perception team)aido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median4.266666666666661


other stats
episodes
details{"ep000": {"nsteps": 75, "reward": -12.92356907337904, "good_angle": 0.6301356232121258, "survival_time": 2.500000000000001, "traveled_tiles": 2, "valid_direction": 0.999999999999999}, "ep001": {"nsteps": 128, "reward": -7.908633553714026, "good_angle": 2.2272592922868824, "survival_time": 4.266666666666661, "traveled_tiles": 2, "valid_direction": 2.433333333333329}, "ep002": {"nsteps": 196, "reward": -4.559426368302096, "good_angle": 0.2498970240860471, "survival_time": 6.53333333333332, "traveled_tiles": 6, "valid_direction": 0.3666666666666669}, "ep003": {"nsteps": 126, "reward": -8.022377541259168, "good_angle": 1.4431144446339916, "survival_time": 4.199999999999995, "traveled_tiles": 3, "valid_direction": 1.366666666666664}, "ep004": {"nsteps": 211, "reward": -5.32323513800067, "good_angle": 3.146150608296315, "survival_time": 7.033333333333318, "traveled_tiles": 3, "valid_direction": 3.999999999999994}}
good_angle_max3.146150608296315
good_angle_mean1.5393113985030724
good_angle_median1.4431144446339916
good_angle_min0.2498970240860471
reward_max-4.559426368302096
reward_mean-7.747448334930999
reward_median-7.908633553714026
reward_min-12.92356907337904
survival_time_max7.033333333333318
survival_time_mean4.906666666666659
survival_time_min2.500000000000001
traveled_tiles_max6
traveled_tiles_mean3.2
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max3.999999999999994
valid_direction_mean1.8333333333333308
valid_direction_median1.366666666666664
valid_direction_min0.3666666666666669
No reset possible
157501991Inspur- team 🇨🇳Copy of #13: sub 1363 by tongqiusui (Tensorflow template)aido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:01:16
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other stats
simulation-passed1
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157371977Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:13
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other stats
simulation-passed1
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157341976Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:01:44
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driven_lanedir_consec_median0.02269180421247411
deviation-center-line_median0.042563643133334064
in-drivable-lane_median0.3999999999999999


other stats
deviation-center-line_max0.6539136929663775
deviation-center-line_mean0.16166698724361736
deviation-center-line_min0.019532656464873184
deviation-heading_max2.7564024019198374
deviation-heading_mean0.7049551316065635
deviation-heading_median0.20220854891651469
deviation-heading_min0.15378390550642637
driven_any_max0.6021559254214146
driven_any_mean0.14835991750595243
driven_any_median0.03493026177946759
driven_any_min0.019784235393178404
driven_lanedir_consec_max0.4809893963133553
driven_lanedir_consec_mean0.11352214473048046
driven_lanedir_consec_min0.007472064861638575
driven_lanedir_max0.4809893963133553
driven_lanedir_mean0.11352214473048046
driven_lanedir_median0.02269180421247411
driven_lanedir_min0.007472064861638575
in-drivable-lane_max2.8999999999999906
in-drivable-lane_mean0.8533333333333317
in-drivable-lane_min0.2666666666666666
per-episodes
details{"ep000": {"driven_any": 0.05151151357842693, "driven_lanedir": 0.03617798536232772, "in-drivable-lane": 0.4000000000000013, "deviation-heading": 0.25344099675886933, "deviation-center-line": 0.042563643133334064, "driven_lanedir_consec": 0.03617798536232772}, "ep001": {"driven_any": 0.6021559254214146, "driven_lanedir": 0.4809893963133553, "in-drivable-lane": 2.8999999999999906, "deviation-heading": 2.7564024019198374, "deviation-center-line": 0.6539136929663775, "driven_lanedir_consec": 0.4809893963133553}, "ep002": {"driven_any": 0.03493026177946759, "driven_lanedir": 0.02027947290260673, "in-drivable-lane": 0.3999999999999999, "deviation-heading": 0.15378390550642637, "deviation-center-line": 0.03511998777407591, "driven_lanedir_consec": 0.02027947290260673}, "ep003": {"driven_any": 0.03341765135727456, "driven_lanedir": 0.02269180421247411, "in-drivable-lane": 0.2666666666666666, "deviation-heading": 0.20220854891651469, "deviation-center-line": 0.057204955879426235, "driven_lanedir_consec": 0.02269180421247411}, "ep004": {"driven_any": 0.019784235393178404, "driven_lanedir": 0.007472064861638575, "in-drivable-lane": 0.3, "deviation-heading": 0.15893980493116927, "deviation-center-line": 0.019532656464873184, "driven_lanedir_consec": 0.007472064861638575}}
No reset possible
157291913Anna Tsalapova 🇷🇺Copy of #50: sub 396 by anna.tsalapova (simple submition)aido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -1.060659675717354, "good_angle": 0.048527729621783845, "survival_time": 16.666666666666654, "traveled_tiles": 3, "valid_direction": 0}, "ep001": {"nsteps": 500, "reward": 0.4966344596147537, "good_angle": 0.07169159269760109, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 500, "reward": 0.8487190539836884, "good_angle": 0.1028399850203609, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 0}, "ep003": {"nsteps": 500, "reward": 0.46811697614192965, "good_angle": 0.023736323581860147, "survival_time": 16.666666666666654, "traveled_tiles": 3, "valid_direction": 0}, "ep004": {"nsteps": 500, "reward": 0.5583847699761391, "good_angle": 0.02970190202143955, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 0}}
good_angle_max0.1028399850203609
good_angle_mean0.055299506588609104
good_angle_median0.048527729621783845
good_angle_min0.023736323581860147
reward_max0.8487190539836884
reward_mean0.26223911679983136
reward_median0.4966344596147537
reward_min-1.060659675717354
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max3
traveled_tiles_mean2.4
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max0
valid_direction_mean0
valid_direction_median0
valid_direction_min0
No reset possible
157221926Allen OuCopy of #12: sub 590 by Allen Ou (Tensorflow template)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:10
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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157171930Marius HodelCopy of #16: sub 1832 by madelhorius (Tensorflow template)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:11
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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157131935Pravish Sainath 🇨🇦Copy of #21: sub 1085 by pravishsainath (PyTorch DDPG template)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:09
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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157051969Aneri MuniCopy of #55: sub 781 by amuni (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:10
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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156981962Tomasz FirynowiczCopy of #48: sub 772 by tomaszf (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:10
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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156891954Suzanne PetrykCopy of #40: sub 1805 by spetryk (Solution using imitation learning from logs)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:10
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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156751942Zijian Dong 🇨🇳Copy of #28: sub 782 by zjdong (AMOD18-AIDO not that random execution)aido1_LFV_r1-v3step1-simulationtimeoutyesrudolf-80:31:18
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156741941Jahanvi Kolte 🇺🇸Copy of #27: sub 422 by jahanvi (Random execution)aido1_LFV_r1-v3step1-simulationtimeoutyesrudolf-80:39:22
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156721939Krishna Murthy Jatavallabhula 🇨🇦Copy of #25: sub 1143 by krishna (gym_duckietown + opencv)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:10
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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156701937Tien NguyenCopy of #23: sub 1225 by tnd_duck18 (ROS-based Lane Following)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:10
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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156661925Hristo Vrigazov 🇧🇬Copy of #11: sub 1552 by hvrigazov (Visteon perception team)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:09
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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156621919Vincent Mai 🇨🇦Copy of #5: sub 1033 by VincentMai (ROS-based Lane Following)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:09
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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156571918Jonathan Plante 🇨🇦Copy of #4: sub 1684 by Jon (JP pipeline)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:09
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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156441908Andrea Censi 🇨🇭Copy of #2: sub 1579 by heyt0ny (SAIC MOSCOW MML)aido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:41
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other stats
videos1
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156411910Andrea Censi 🇨🇭Copy of #8: sub 1139 by David (Pytorch IL)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:09
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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156261901Andrea Censi 🇨🇭Copy of #5: sub 1033 by VincentMai (ROS-based Lane Following)aido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:06
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other stats
videos1
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156201901Andrea Censi 🇨🇭Copy of #5: sub 1033 by VincentMai (ROS-based Lane Following)aido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:20
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survival_time_median9.799999999999976


other stats
episodes
details{"ep000": {"nsteps": 191, "reward": -4.759157399904149, "good_angle": 0.6077977527606954, "survival_time": 6.366666666666654, "traveled_tiles": 12, "valid_direction": 1.3666666666666636}, "ep001": {"nsteps": 500, "reward": 0.220644440578646, "good_angle": 10.96547984796732, "survival_time": 16.666666666666654, "traveled_tiles": 13, "valid_direction": 4.46666666666667}, "ep002": {"nsteps": 246, "reward": -4.095650091945247, "good_angle": 6.261817374994552, "survival_time": 8.199999999999982, "traveled_tiles": 11, "valid_direction": 1.5666666666666629}, "ep003": {"nsteps": 500, "reward": 0.3181297812703997, "good_angle": 9.621488045182728, "survival_time": 16.666666666666654, "traveled_tiles": 15, "valid_direction": 3.166666666666666}, "ep004": {"nsteps": 294, "reward": -2.933639259250252, "good_angle": 0.8011543221614486, "survival_time": 9.799999999999976, "traveled_tiles": 18, "valid_direction": 1.5}}
good_angle_max10.96547984796732
good_angle_mean5.65154746861335
good_angle_median6.261817374994552
good_angle_min0.6077977527606954
reward_max0.3181297812703997
reward_mean-2.249934505850121
reward_median-2.933639259250252
reward_min-4.759157399904149
survival_time_max16.666666666666654
survival_time_mean11.539999999999983
survival_time_min6.366666666666654
traveled_tiles_max18
traveled_tiles_mean13.8
traveled_tiles_median13
traveled_tiles_min11
valid_direction_max4.46666666666667
valid_direction_mean2.4133333333333327
valid_direction_median1.5666666666666629
valid_direction_min1.3666666666666636
No reset possible
156151906Andrea Censi 🇨🇭Copy of #9: sub 436 by [email protected] (PyTorch DDPG template)aido1_LFV_r1-v3step1-simulationerroryesrudolf-80:00:10
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  invalid reference format: repository name must be lowercase
stderr | invalid reference format: repository name must be lowercase
stderr | 
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156091897Andrea Censi 🇨🇭Copy of #1: sub 1633 by WEIGAO (First trial)aido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:04:15
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other stats
simulation-passed1
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155791887Diego Charrez 🇵🇪PyTorch Sagemaker templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:19
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other stats
videos1
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155771887Diego Charrez 🇵🇪PyTorch Sagemaker templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:35
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other stats
simulation-passed1
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155461879Cliff Lifreq no rebalanceaido1_amod_fleet_size_r1-v3step2-scoringsuccessyesrudolf-80:00:17
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fleet_size-1000000000


other stats
efficiency-13.211227647560474
service_quality-11.41504691189018
No reset possible
155411846Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:03:29
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driven_lanedir_consec_median0.03591381350826897
deviation-center-line_median0.06358902474764236
in-drivable-lane_median0.5000000000000016


other stats
deviation-center-line_max0.19041616781000803
deviation-center-line_mean0.08623758394817885
deviation-center-line_min0.02515880172478458
deviation-heading_max0.8138592325989542
deviation-heading_mean0.410847895204124
deviation-heading_median0.2596090060201363
deviation-heading_min0.15758754044893622
driven_any_max0.15529072816065265
driven_any_mean0.0800204131146633
driven_any_median0.053333004649043475
driven_any_min0.021913902547303257
driven_lanedir_consec_max0.1331688895386609
driven_lanedir_consec_mean0.06301007022670724
driven_lanedir_consec_min0.008860931236882733
driven_lanedir_max0.1331688895386609
driven_lanedir_mean0.06301007022670724
driven_lanedir_median0.03591381350826897
driven_lanedir_min0.008860931236882733
in-drivable-lane_max0.7999999999999972
in-drivable-lane_mean0.4599999999999996
in-drivable-lane_min0.033333333333333326
per-episodes
details{"ep000": {"driven_any": 0.053333004649043475, "driven_lanedir": 0.03591381350826897, "in-drivable-lane": 0.5000000000000016, "deviation-heading": 0.2596090060201363, "deviation-center-line": 0.03567511688422721, "driven_lanedir_consec": 0.03591381350826897}, "ep001": {"driven_any": 0.15529072816065265, "driven_lanedir": 0.1331688895386609, "in-drivable-lane": 0.5999999999999994, "deviation-heading": 0.6085088226617299, "deviation-center-line": 0.116348808574232, "driven_lanedir_consec": 0.1331688895386609}, "ep002": {"driven_any": 0.03292243887640781, "driven_lanedir": 0.03180236777382037, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.21467487429086357, "deviation-center-line": 0.06358902474764236, "driven_lanedir_consec": 0.03180236777382037}, "ep003": {"driven_any": 0.021913902547303257, "driven_lanedir": 0.008860931236882733, "in-drivable-lane": 0.36666666666666664, "deviation-heading": 0.15758754044893622, "deviation-center-line": 0.02515880172478458, "driven_lanedir_consec": 0.008860931236882733}, "ep004": {"driven_any": 0.13664199133990934, "driven_lanedir": 0.10530434907590316, "in-drivable-lane": 0.7999999999999972, "deviation-heading": 0.8138592325989542, "deviation-center-line": 0.19041616781000803, "driven_lanedir_consec": 0.10530434907590316}}
No reset possible
155311867Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:03:41
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driven_lanedir_consec_median0.048035221623125866
deviation-center-line_median0.05753702174724767
in-drivable-lane_median0.43333333333333346


other stats
deviation-center-line_max0.3414963715707328
deviation-center-line_mean0.14366705908085878
deviation-center-line_min0.03385963863372326
deviation-heading_max1.1799076475956642
deviation-heading_mean0.49730532500192953
deviation-heading_median0.19883140481894448
deviation-heading_min0.0451461644209141
driven_any_max0.25766609559063547
driven_any_mean0.10960660350715504
driven_any_median0.06016431602261262
driven_any_min0.010114963609422378
driven_lanedir_consec_max0.21947154092538168
driven_lanedir_consec_mean0.0904137584708276
driven_lanedir_consec_min0.009969876988185083
driven_lanedir_max0.21947154092538168
driven_lanedir_mean0.0904137584708276
driven_lanedir_median0.048035221623125866
driven_lanedir_min0.009969876988185083
in-drivable-lane_max0.8999999999999972
in-drivable-lane_mean0.4733333333333329
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.06016431602261262, "driven_lanedir": 0.048035221623125866, "in-drivable-lane": 0.33333333333333437, "deviation-heading": 0.19883140481894448, "deviation-center-line": 0.05753702174724767, "driven_lanedir_consec": 0.048035221623125866}, "ep001": {"driven_any": 0.25766609559063547, "driven_lanedir": 0.21947154092538168, "in-drivable-lane": 0.8999999999999972, "deviation-heading": 1.1799076475956642, "deviation-center-line": 0.3414963715707328, "driven_lanedir_consec": 0.21947154092538168}, "ep002": {"driven_any": 0.010114963609422378, "driven_lanedir": 0.009969876988185083, "in-drivable-lane": 0, "deviation-heading": 0.0451461644209141, "deviation-center-line": 0.03385963863372326, "driven_lanedir_consec": 0.009969876988185083}, "ep003": {"driven_any": 0.03827525452709366, "driven_lanedir": 0.02282393985864099, "in-drivable-lane": 0.43333333333333346, "deviation-heading": 0.1606036706854333, "deviation-center-line": 0.05248975557845805, "driven_lanedir_consec": 0.02282393985864099}, "ep004": {"driven_any": 0.18181238778601097, "driven_lanedir": 0.15176821295880435, "in-drivable-lane": 0.6999999999999991, "deviation-heading": 0.9020377374886914, "deviation-center-line": 0.2329525078741321, "driven_lanedir_consec": 0.15176821295880435}}
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15518895Martin Weiss 🇨🇦PyTorch templateaido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:07:12
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driven_lanedir_consec_median-0.10248977287952452
deviation-center-line_median0.4519810165398645
in-drivable-lane_median8.29999999999999


other stats
deviation-center-line_max0.6182595548551001
deviation-center-line_mean0.4174195244484103
deviation-center-line_min0.22503598450246703
deviation-heading_max6.5753077607462105
deviation-heading_mean6.5321772183416416
deviation-heading_median6.520677872432119
deviation-heading_min6.483660130719006
driven_any_max0.3298766989117038
driven_any_mean0.3298766989117035
driven_any_median0.32987669891170346
driven_any_min0.3298766989117031
driven_lanedir_consec_max-0.10239136695692158
driven_lanedir_consec_mean-0.10302446486550484
driven_lanedir_consec_min-0.10451226683521056
driven_lanedir_max-0.10239136695692158
driven_lanedir_mean-0.10302446486550484
driven_lanedir_median-0.10248977287952452
driven_lanedir_min-0.10451226683521056
in-drivable-lane_max8.366666666666664
in-drivable-lane_mean8.299999999999992
in-drivable-lane_min8.266666666666657
per-episodes
details{"ep000": {"driven_any": 0.3298766989117036, "driven_lanedir": -0.1032856979782874, "in-drivable-lane": 8.366666666666664, "deviation-heading": 6.483660130719006, "deviation-center-line": 0.5103265639409208, "driven_lanedir_consec": -0.1032856979782874}, "ep001": {"driven_any": 0.32987669891170346, "driven_lanedir": -0.10239136695692158, "in-drivable-lane": 8.29999999999999, "deviation-heading": 6.5201516759806815, "deviation-center-line": 0.28149450240369933, "driven_lanedir_consec": -0.10239136695692158}, "ep002": {"driven_any": 0.3298766989117038, "driven_lanedir": -0.10244321967758004, "in-drivable-lane": 8.29999999999999, "deviation-heading": 6.520677872432119, "deviation-center-line": 0.22503598450246703, "driven_lanedir_consec": -0.10244321967758004}, "ep003": {"driven_any": 0.3298766989117034, "driven_lanedir": -0.10451226683521056, "in-drivable-lane": 8.266666666666657, "deviation-heading": 6.56108865183019, "deviation-center-line": 0.4519810165398645, "driven_lanedir_consec": -0.10451226683521056}, "ep004": {"driven_any": 0.3298766989117031, "driven_lanedir": -0.10248977287952452, "in-drivable-lane": 8.266666666666657, "deviation-heading": 6.5753077607462105, "deviation-center-line": 0.6182595548551001, "driven_lanedir_consec": -0.10248977287952452}}
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155151520Tri Cao 🇺🇸Tensorflow templateaido1_LFV_r1-v3step4-viztimeoutyesrudolf-80:31:05
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154811729Wei Gao 🇸🇬NUS&PANASONIC_R&D_SINGAPOREaido1_LFV_r1-v3step4-vizsuccessyesrudolf-80:05:47
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driven_lanedir_consec_median0.5246434622821874
deviation-center-line_median0.25670217989154154
in-drivable-lane_median0


other stats
deviation-center-line_max0.3917779749469746
deviation-center-line_mean0.2598290565799327
deviation-center-line_min0.03179249890917365
deviation-heading_max1.2565797573400153
deviation-heading_mean0.900726926393348
deviation-heading_median1.0453015081922563
deviation-heading_min0.14034240690385807
driven_any_max0.5298187289704855
driven_any_mean0.4258987517874332
driven_any_median0.5292401945689761
driven_any_min0.01237302091303011
driven_lanedir_consec_max0.5274621697313401
driven_lanedir_consec_mean0.4205034283794743
driven_lanedir_consec_min0.011504375336153656
driven_lanedir_max0.5274621697313401
driven_lanedir_mean0.4205034283794743
driven_lanedir_median0.5246434622821874
driven_lanedir_min0.011504375336153656
in-drivable-lane_max0.4666666666666666
in-drivable-lane_mean0.09333333333333332
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.5294208246381077, "driven_lanedir": 0.5117100909730344, "in-drivable-lane": 0.4666666666666666, "deviation-heading": 1.0453015081922563, "deviation-center-line": 0.2388821289820448, "driven_lanedir_consec": 0.5117100909730344}, "ep001": {"driven_any": 0.5286409898465665, "driven_lanedir": 0.5246434622821874, "in-drivable-lane": 0, "deviation-heading": 1.2565797573400153, "deviation-center-line": 0.3917779749469746, "driven_lanedir_consec": 0.5246434622821874}, "ep002": {"driven_any": 0.01237302091303011, "driven_lanedir": 0.011504375336153656, "in-drivable-lane": 0, "deviation-heading": 0.14034240690385807, "deviation-center-line": 0.03179249890917365, "driven_lanedir_consec": 0.011504375336153656}, "ep003": {"driven_any": 0.5292401945689761, "driven_lanedir": 0.5274621697313401, "in-drivable-lane": 0, "deviation-heading": 0.9638140092845668, "deviation-center-line": 0.25670217989154154, "driven_lanedir_consec": 0.5274621697313401}, "ep004": {"driven_any": 0.5298187289704855, "driven_lanedir": 0.527197043574656, "in-drivable-lane": 0, "deviation-heading": 1.097596950246044, "deviation-center-line": 0.37999050016992886, "driven_lanedir_consec": 0.527197043574656}}
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154721860Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:02:31
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simulation-passed1
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154511863Cliff LiNo rebalanceaido1_amod_efficiency_r1-v3step1-simulationsuccessyesrudolf-80:03:34
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passedtrue
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154471859Mikita Sazanovich 🇷🇺JetBrains Researchaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:09:24
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simulation-passed1
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154441857Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:10:37
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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154421854Wei Gao 🇸🇬NUS & Panasonic R&D Center Singaporeaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:21
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.9420621625185012, "good_angle": 0.3846726146229087, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.6666666666666655}, "ep001": {"nsteps": 500, "reward": 0.9612019382715226, "good_angle": 0.18549382164560724, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.1666666666666663}, "ep002": {"nsteps": 500, "reward": 1.0258651337623597, "good_angle": 0.2484800134786035, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.3666666666666659}, "ep003": {"nsteps": 500, "reward": 0.9838266761302948, "good_angle": 0.27088586475492027, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.36666666666666536}, "ep004": {"nsteps": 500, "reward": 0.9916819554567337, "good_angle": 0.34672410594489395, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.5666666666666661}}
good_angle_max0.3846726146229087
good_angle_mean0.2872512840893867
good_angle_median0.27088586475492027
good_angle_min0.18549382164560724
reward_max1.0258651337623597
reward_mean0.9809275732278824
reward_median0.9838266761302948
reward_min0.9420621625185012
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max18
traveled_tiles_mean18
traveled_tiles_median18
traveled_tiles_min18
valid_direction_max0.6666666666666655
valid_direction_mean0.42666666666666586
valid_direction_median0.3666666666666659
valid_direction_min0.1666666666666663
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154201849Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:00:57
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videos1
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154191849Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median1.5333333333333348


other stats
episodes
details{"ep000": {"nsteps": 40, "reward": -25.40587004572153, "good_angle": 3.1626317362290677, "survival_time": 1.333333333333334, "traveled_tiles": 4, "valid_direction": 0.6333333333333342}, "ep001": {"nsteps": 86, "reward": -10.873290302795033, "good_angle": 0.0861810843410681, "survival_time": 2.8666666666666663, "traveled_tiles": 6, "valid_direction": 0.23333333333333264}, "ep002": {"nsteps": 120, "reward": -7.780900505402436, "good_angle": 4.542481131368284, "survival_time": 3.999999999999995, "traveled_tiles": 9, "valid_direction": 0.7666666666666657}, "ep003": {"nsteps": 46, "reward": -23.27534512527611, "good_angle": 4.11497294721806, "survival_time": 1.5333333333333348, "traveled_tiles": 4, "valid_direction": 0.8000000000000009}, "ep004": {"nsteps": 40, "reward": -25.45909139136784, "good_angle": 0.3440869002883149, "survival_time": 1.333333333333334, "traveled_tiles": 3, "valid_direction": 0.7333333333333342}}
good_angle_max4.542481131368284
good_angle_mean2.450070759888959
good_angle_median3.1626317362290677
good_angle_min0.0861810843410681
reward_max-7.780900505402436
reward_mean-18.55889947411259
reward_median-23.27534512527611
reward_min-25.45909139136784
survival_time_max3.999999999999995
survival_time_mean2.213333333333333
survival_time_min1.333333333333334
traveled_tiles_max9
traveled_tiles_mean5.2
traveled_tiles_median4
traveled_tiles_min3
valid_direction_max0.8000000000000009
valid_direction_mean0.6333333333333335
valid_direction_median0.7333333333333342
valid_direction_min0.23333333333333264
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154081848Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step4-vizsuccessnorudolf-80:02:18
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deviation-center-line_median0.14631409876827894
in-drivable-lane_median1.3


other stats
deviation-center-line_max0.5768665544448915
deviation-center-line_mean0.20237161453585872
deviation-center-line_min0.02611005248733751
deviation-heading_max2.1270335118304766
deviation-heading_mean0.8500079011261075
deviation-heading_median0.6545608827525847
deviation-heading_min0.1459328243418519
driven_any_max17.891012387640902
driven_any_mean6.1101518023515125
driven_any_median4.303500530330603
driven_any_min0.7774527597273153
driven_lanedir_max11.9231755099452
driven_lanedir_mean3.927528872847541
driven_lanedir_median2.9929549927865717
driven_lanedir_min0.3847222919729392
in-drivable-lane_max5.299999999999983
in-drivable-lane_mean1.91333333333333
in-drivable-lane_min0.36666666666666664
per-episodes
details{"ep000": {"driven_any": 4.303500530330603, "driven_lanedir": 3.1454547514557563, "in-drivable-lane": 0.9666666666666686, "deviation-heading": 0.6545608827525847, "deviation-center-line": 0.14631409876827894}, "ep001": {"driven_any": 17.891012387640902, "driven_lanedir": 11.9231755099452, "in-drivable-lane": 5.299999999999983, "deviation-heading": 2.1270335118304766, "deviation-center-line": 0.5768665544448915}, "ep002": {"driven_any": 4.912120752635306, "driven_lanedir": 2.9929549927865717, "in-drivable-lane": 1.633333333333332, "deviation-heading": 0.8598080996535273, "deviation-center-line": 0.16810725593138523}, "ep003": {"driven_any": 2.6666725814234384, "driven_lanedir": 1.1913368180772392, "in-drivable-lane": 1.3, "deviation-heading": 0.46270418705209704, "deviation-center-line": 0.09446011104740044}, "ep004": {"driven_any": 0.7774527597273153, "driven_lanedir": 0.3847222919729392, "in-drivable-lane": 0.36666666666666664, "deviation-heading": 0.1459328243418519, "deviation-center-line": 0.02611005248733751}}
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154071848Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:01:35
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videos1
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154051848Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median4.066666666666662


other stats
episodes
details{"ep000": {"nsteps": 122, "reward": -8.225138624672029, "good_angle": 5.319481189045952, "survival_time": 4.066666666666662, "traveled_tiles": 9, "valid_direction": 1.7666666666666664}, "ep001": {"nsteps": 500, "reward": 0.16604461267590523, "good_angle": 1.9288508063509768, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.533333333333323}, "ep002": {"nsteps": 139, "reward": -7.525386962322719, "good_angle": 5.479091982273483, "survival_time": 4.633333333333327, "traveled_tiles": 9, "valid_direction": 2.333333333333332}, "ep003": {"nsteps": 77, "reward": -13.996475458919228, "good_angle": 2.806579126677922, "survival_time": 2.5666666666666673, "traveled_tiles": 6, "valid_direction": 1.399999999999999}, "ep004": {"nsteps": 24, "reward": -42.030690679792315, "good_angle": 0.3262630222987712, "survival_time": 0.7999999999999999, "traveled_tiles": 2, "valid_direction": 0.5999999999999999}}
good_angle_max5.479091982273483
good_angle_mean3.172053225329422
good_angle_median2.806579126677922
good_angle_min0.3262630222987712
reward_max0.16604461267590523
reward_mean-14.322329422606078
reward_median-8.225138624672029
reward_min-42.030690679792315
survival_time_max16.666666666666654
survival_time_mean5.746666666666662
survival_time_min0.7999999999999999
traveled_tiles_max18
traveled_tiles_mean8.8
traveled_tiles_median9
traveled_tiles_min2
valid_direction_max3.533333333333323
valid_direction_mean1.926666666666664
valid_direction_median1.7666666666666664
valid_direction_min0.5999999999999999
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154011847Wei Gao 🇸🇬NUS & Panasonic R&D Center Singaporeaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:08:13
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simulation-passed1
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154001840Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:01:30
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videos1
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153941844Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:25
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survival_time_median1.5333333333333348


other stats
episodes
details{"ep000": {"nsteps": 46, "reward": -21.83381018334109, "good_angle": 3.197259612706306, "survival_time": 1.5333333333333348, "traveled_tiles": 4, "valid_direction": 0.8000000000000014}, "ep001": {"nsteps": 27, "reward": -36.41099921531148, "good_angle": 0.0886626028880616, "survival_time": 0.8999999999999999, "traveled_tiles": 2, "valid_direction": 0.26666666666666666}, "ep002": {"nsteps": 131, "reward": -7.331360911785177, "good_angle": 5.604549319556245, "survival_time": 4.366666666666661, "traveled_tiles": 9, "valid_direction": 1.5666666666666669}, "ep003": {"nsteps": 32, "reward": -32.04443208058365, "good_angle": 2.918500440603437, "survival_time": 1.0666666666666669, "traveled_tiles": 3, "valid_direction": 0.5333333333333334}, "ep004": {"nsteps": 69, "reward": -14.146586317191089, "good_angle": 2.4180245585819646, "survival_time": 2.3000000000000016, "traveled_tiles": 6, "valid_direction": 0.5333333333333329}}
good_angle_max5.604549319556245
good_angle_mean2.845399306867203
good_angle_median2.918500440603437
good_angle_min0.0886626028880616
reward_max-7.331360911785177
reward_mean-22.353437741642495
reward_median-21.83381018334109
reward_min-36.41099921531148
survival_time_max4.366666666666661
survival_time_mean2.0333333333333328
survival_time_min0.8999999999999999
traveled_tiles_max9
traveled_tiles_mean4.8
traveled_tiles_median4
traveled_tiles_min2
valid_direction_max1.5666666666666669
valid_direction_mean0.7400000000000001
valid_direction_median0.5333333333333334
valid_direction_min0.26666666666666666
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153851839Wei Gao 🇸🇬NUS & Panasonic R&D Center Singaporeaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:05:19
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driven_lanedir_median18.03358211540141
deviation-center-line_median0.6082632145109541
in-drivable-lane_median0.2000000000000012


other stats
deviation-center-line_max0.7702837556178562
deviation-center-line_mean0.5376092658521974
deviation-center-line_min0.05570593581004141
deviation-heading_max1.797279575825788
deviation-heading_mean1.4182201253403928
deviation-heading_median1.5790102318118089
deviation-heading_min0.4849395822094901
driven_any_max18.580725131684865
driven_any_mean14.952794488758377
driven_any_median18.45290570604993
driven_any_min0.8082376311236952
driven_lanedir_max18.189974274703623
driven_lanedir_mean14.486637917214576
driven_lanedir_min0.2946862630439321
in-drivable-lane_max0.3333333333333332
in-drivable-lane_mean0.24000000000000005
in-drivable-lane_min0.1666666666666664
per-episodes
details{"ep000": {"driven_any": 18.436925277676195, "driven_lanedir": 17.863944470149967, "in-drivable-lane": 0.3333333333333332, "deviation-heading": 1.6552306853513377, "deviation-center-line": 0.6082632145109541}, "ep001": {"driven_any": 18.45290570604993, "driven_lanedir": 18.05100246277395, "in-drivable-lane": 0.1999999999999993, "deviation-heading": 1.5790102318118089, "deviation-center-line": 0.5535910913923254}, "ep002": {"driven_any": 0.8082376311236952, "driven_lanedir": 0.2946862630439321, "in-drivable-lane": 0.3, "deviation-heading": 0.4849395822094901, "deviation-center-line": 0.05570593581004141}, "ep003": {"driven_any": 18.580725131684865, "driven_lanedir": 18.189974274703623, "in-drivable-lane": 0.2000000000000012, "deviation-heading": 1.5746405515035389, "deviation-center-line": 0.7002023319298096}, "ep004": {"driven_any": 18.485178697257197, "driven_lanedir": 18.03358211540141, "in-drivable-lane": 0.1666666666666664, "deviation-heading": 1.797279575825788, "deviation-center-line": 0.7702837556178562}}
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153831839Wei Gao 🇸🇬NUS & Panasonic R&D Center Singaporeaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:25
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videos1
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153811838Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:01:09
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153801838Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median2.3000000000000016


other stats
episodes
details{"ep000": {"nsteps": 46, "reward": -21.987212052103132, "good_angle": 2.7947422488655635, "survival_time": 1.5333333333333348, "traveled_tiles": 4, "valid_direction": 0.7666666666666679}, "ep001": {"nsteps": 181, "reward": -5.514843225314472, "good_angle": 8.471698799040952, "survival_time": 6.033333333333322, "traveled_tiles": 13, "valid_direction": 1.899999999999999}, "ep002": {"nsteps": 69, "reward": -13.954000315362372, "good_angle": 2.55804158016615, "survival_time": 2.3000000000000016, "traveled_tiles": 6, "valid_direction": 0.3333333333333337}, "ep003": {"nsteps": 117, "reward": -8.650374608607883, "good_angle": 0.9572211932256326, "survival_time": 3.899999999999996, "traveled_tiles": 8, "valid_direction": 1.4333333333333311}, "ep004": {"nsteps": 20, "reward": -50.63254159539938, "good_angle": 1.8046778209908791, "survival_time": 0.6666666666666666, "traveled_tiles": 2, "valid_direction": 0.36666666666666664}}
good_angle_max8.471698799040952
good_angle_mean3.3172763284578357
good_angle_median2.55804158016615
good_angle_min0.9572211932256326
reward_max-5.514843225314472
reward_mean-20.147794359357448
reward_median-13.954000315362372
reward_min-50.63254159539938
survival_time_max6.033333333333322
survival_time_mean2.886666666666664
survival_time_min0.6666666666666666
traveled_tiles_max13
traveled_tiles_mean6.6
traveled_tiles_median6
traveled_tiles_min2
valid_direction_max1.899999999999999
valid_direction_mean0.9599999999999996
valid_direction_median0.7666666666666679
valid_direction_min0.3333333333333337
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153701837Wei Gao 🇸🇬NUS & Panasonic R&D Center Singaporeaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:07:50
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simulation-passed1
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153691834Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step4-vizsuccessnorudolf-80:01:10
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deviation-center-line_median0.03783182795032886
in-drivable-lane_median0.3


other stats
deviation-center-line_max0.14829026365117148
deviation-center-line_mean0.049719631934629506
deviation-center-line_min0
deviation-heading_max0.5207750871711858
deviation-heading_mean0.2372047744798092
deviation-heading_median0.18164470096333452
deviation-heading_min0
driven_any_max4.447350314689211
driven_any_mean1.401407339986888
driven_any_median0.92080743305108
driven_any_min0.29449784537032986
driven_lanedir_max4.27963675895054
driven_lanedir_mean1.0850857959952405
driven_lanedir_median0.31917447175037683
driven_lanedir_min0
in-drivable-lane_max0.5666666666666665
in-drivable-lane_mean0.27333333333333315
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.29449784537032986, "driven_lanedir": 0, "in-drivable-lane": 0.3, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.3374439390434527, "driven_lanedir": 0.31917447175037683, "in-drivable-lane": 0, "deviation-heading": 0.10915147395024764, "deviation-center-line": 0.02080972915422395}, "ep002": {"driven_any": 0.92080743305108, "driven_lanedir": 0.21381731135506787, "in-drivable-lane": 0.5666666666666665, "deviation-heading": 0.37445261031427807, "deviation-center-line": 0.03783182795032886}, "ep003": {"driven_any": 4.447350314689211, "driven_lanedir": 4.27963675895054, "in-drivable-lane": 0.13333333333333286, "deviation-heading": 0.5207750871711858, "deviation-center-line": 0.14829026365117148}, "ep004": {"driven_any": 1.0069371677803676, "driven_lanedir": 0.6128004379202183, "in-drivable-lane": 0.3666666666666666, "deviation-heading": 0.18164470096333452, "deviation-center-line": 0.04166633891742322}}
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153611833Yannick BerdouNoneaido1_log_processing-v3logstep1erroryesrudolf-80:01:16
Error while running [...]

Pulling evaluator ... done
stderr | ERROR: for solution  pull access denied for yanber/aido1_log_processing-v3-submission, repository does not exist or may require 'docker login'
stderr | pull access denied for yanber/aido1_log_processing-v3-submission, repository does not exist or may require 'docker login'
stderr | 
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153551825Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:37
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driven_lanedir_median1.389967504450768
deviation-center-line_median0.1470750380952508
in-drivable-lane_median0.4


other stats
deviation-center-line_max0.6957148653862422
deviation-center-line_mean0.23723481306525077
deviation-center-line_min0.0867761290392735
deviation-heading_max2.80402060353984
deviation-heading_mean1.0831110459158655
deviation-heading_median0.7908096705198289
deviation-heading_min0.4072079757996244
driven_any_max9.169064160375546
driven_any_mean3.1831478155586703
driven_any_median2.1132449984095074
driven_any_min0.8239396320895517
driven_lanedir_max6.481069158339897
driven_lanedir_mean2.2481627144021075
driven_lanedir_min0.7000230710784803
in-drivable-lane_max1.9999999999999951
in-drivable-lane_mean0.646666666666666
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 2.1132449984095074, "driven_lanedir": 1.389967504450768, "in-drivable-lane": 0.4, "deviation-heading": 0.917901772831494, "deviation-center-line": 0.1470750380952508}, "ep001": {"driven_any": 0.8239396320895517, "driven_lanedir": 0.7000230710784803, "in-drivable-lane": 0, "deviation-heading": 0.4072079757996244, "deviation-center-line": 0.09982818292395612}, "ep002": {"driven_any": 1.665140602158235, "driven_lanedir": 0.7279999215680821, "in-drivable-lane": 0.833333333333335, "deviation-heading": 0.4956152068885399, "deviation-center-line": 0.0867761290392735}, "ep003": {"driven_any": 9.169064160375546, "driven_lanedir": 6.481069158339897, "in-drivable-lane": 1.9999999999999951, "deviation-heading": 2.80402060353984, "deviation-center-line": 0.6957148653862422}, "ep004": {"driven_any": 2.1443496847605097, "driven_lanedir": 1.9417539165733104, "in-drivable-lane": 0, "deviation-heading": 0.7908096705198289, "deviation-center-line": 0.15677984988153124}}
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153521826Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:03
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153511831Marius HodelSolution templateaido1_luck-v3step1successyesrudolf-80:00:39
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score115.2241476499982


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153501827Cliff LiPython template notaido1_amod_service_quality_r1-v3step2-scoringsuccessyesrudolf-80:01:23
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service_quality-21.91196561836116


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efficiency-37.25226247344287
fleet_size-1000000000
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153421830Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:54
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videos1
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153411830Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median1.333333333333334


other stats
episodes
details{"ep000": {"nsteps": 40, "reward": -25.94989684354514, "good_angle": 0.29455943944363117, "survival_time": 1.333333333333334, "traveled_tiles": 3, "valid_direction": 0.7333333333333337}, "ep001": {"nsteps": 22, "reward": -46.028495193205096, "good_angle": 0.4498547425569751, "survival_time": 0.7333333333333333, "traveled_tiles": 2, "valid_direction": 0.6333333333333332}, "ep002": {"nsteps": 93, "reward": -10.388916934427296, "good_angle": 0.32749326358592246, "survival_time": 3.0999999999999988, "traveled_tiles": 7, "valid_direction": 1.3333333333333344}, "ep003": {"nsteps": 32, "reward": -31.29438885030686, "good_angle": 0.05995665652037598, "survival_time": 1.0666666666666669, "traveled_tiles": 2, "valid_direction": 0.19999999999999996}, "ep004": {"nsteps": 69, "reward": -14.537470382766502, "good_angle": 1.3913391202684111, "survival_time": 2.3000000000000016, "traveled_tiles": 3, "valid_direction": 1.4666666666666668}}
good_angle_max1.3913391202684111
good_angle_mean0.5046406444750632
good_angle_median0.32749326358592246
good_angle_min0.05995665652037598
reward_max-10.388916934427296
reward_mean-25.639833640850178
reward_median-25.94989684354514
reward_min-46.028495193205096
survival_time_max3.0999999999999988
survival_time_mean1.706666666666667
survival_time_min0.7333333333333333
traveled_tiles_max7
traveled_tiles_mean3.4
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max1.4666666666666668
valid_direction_mean0.8733333333333336
valid_direction_median0.7333333333333337
valid_direction_min0.19999999999999996
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153401830Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:02:27
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simulation-passed1
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153371824Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:56
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videos1
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153271823Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:23
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driven_lanedir_median1.7586707654722145
deviation-center-line_median0.1327359050702953
in-drivable-lane_median0.49999999999999994


other stats
deviation-center-line_max0.5374805174590208
deviation-center-line_mean0.2147249338228394
deviation-center-line_min0.025778684429988503
deviation-heading_max2.238913645959752
deviation-heading_mean0.7719011617974967
deviation-heading_median0.31603412830439803
deviation-heading_min0.1997555370315354
driven_any_max6.605709334277725
driven_any_mean2.923074426419625
driven_any_median2.0144952740456237
driven_any_min0.7499618399635312
driven_lanedir_max4.659345144560989
driven_lanedir_mean1.8820813295188512
driven_lanedir_min0.12003622646456225
in-drivable-lane_max1.6333333333333324
in-drivable-lane_mean0.8266666666666659
in-drivable-lane_min0.19999999999999996
per-episodes
details{"ep000": {"driven_any": 0.754480836418629, "driven_lanedir": 0.12003622646456225, "in-drivable-lane": 0.4666666666666666, "deviation-heading": 0.3144102303246796, "deviation-center-line": 0.03342477406913011}, "ep001": {"driven_any": 0.7499618399635312, "driven_lanedir": 0.22025192158166051, "in-drivable-lane": 0.49999999999999994, "deviation-heading": 0.1997555370315354, "deviation-center-line": 0.025778684429988503}, "ep002": {"driven_any": 2.0144952740456237, "driven_lanedir": 1.7586707654722145, "in-drivable-lane": 0.19999999999999996, "deviation-heading": 0.31603412830439803, "deviation-center-line": 0.1327359050702953}, "ep003": {"driven_any": 4.490724847392618, "driven_lanedir": 2.652102589514831, "in-drivable-lane": 1.6333333333333324, "deviation-heading": 0.790392267367118, "deviation-center-line": 0.34420478808576244}, "ep004": {"driven_any": 6.605709334277725, "driven_lanedir": 4.659345144560989, "in-drivable-lane": 1.33333333333333, "deviation-heading": 2.238913645959752, "deviation-center-line": 0.5374805174590208}}
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153251823Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:00
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videos1
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153121819Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step4-vizsuccessnorudolf-80:05:23
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deviation-center-line_median0.5382998945855234
in-drivable-lane_median0.033333333333333215


other stats
deviation-center-line_max0.606501769195708
deviation-center-line_mean0.4588903740506251
deviation-center-line_min0.02690505734983757
deviation-heading_max1.1737938210783676
deviation-heading_mean0.9311093902535365
deviation-heading_median1.1143972148765686
deviation-heading_min0.1630992792325936
driven_any_max18.594878523463898
driven_any_mean14.95891697002703
driven_any_median18.458636237252215
driven_any_min0.8138123279842517
driven_lanedir_max18.450657147598925
driven_lanedir_mean14.753360324231195
driven_lanedir_median18.28931756446615
driven_lanedir_min0.7752892387375804
in-drivable-lane_max0.4666666666666664
in-drivable-lane_mean0.1133333333333332
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 18.458636237252215, "driven_lanedir": 17.855124531711184, "in-drivable-lane": 0.4666666666666664, "deviation-heading": 1.1143972148765686, "deviation-center-line": 0.5382998945855234}, "ep001": {"driven_any": 18.512174877707277, "driven_lanedir": 18.39641313864214, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.0766361774734756, "deviation-center-line": 0.606501769195708}, "ep002": {"driven_any": 0.8138123279842517, "driven_lanedir": 0.7752892387375804, "in-drivable-lane": 0, "deviation-heading": 0.1630992792325936, "deviation-center-line": 0.02690505734983757}, "ep003": {"driven_any": 18.594878523463898, "driven_lanedir": 18.450657147598925, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.1276204586066765, "deviation-center-line": 0.6039836977754518}, "ep004": {"driven_any": 18.415082883727504, "driven_lanedir": 18.28931756446615, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.1737938210783676, "deviation-center-line": 0.5187614513466049}}
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153001814Wei Gao 🇸🇬NUS & Panasonic R&D Center Singaporeaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:06:26
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driven_lanedir_median17.82094855573889
deviation-center-line_median0.7104797409205192
in-drivable-lane_median0.26666666666666583


other stats
deviation-center-line_max0.7334062597373803
deviation-center-line_mean0.6634175364521194
deviation-center-line_min0.5338937251524171
deviation-heading_max1.6775479359749268
deviation-heading_mean1.5753147609501004
deviation-heading_median1.6248268939563588
deviation-heading_min1.4233478305553249
driven_any_max18.554429949101394
driven_any_mean18.284309779389428
driven_any_median18.309105917942905
driven_any_min18.04137698992027
driven_lanedir_max18.037199821886695
driven_lanedir_mean17.8039055216829
driven_lanedir_min17.416168777701696
in-drivable-lane_max0.5333333333333328
in-drivable-lane_mean0.2799999999999997
in-drivable-lane_min0.13333333333333297
per-episodes
details{"ep000": {"driven_any": 18.17889571638737, "driven_lanedir": 17.416168777701696, "in-drivable-lane": 0.5333333333333328, "deviation-heading": 1.6775479359749268, "deviation-center-line": 0.6079093191405212}, "ep001": {"driven_any": 18.04137698992027, "driven_lanedir": 17.725474309094515, "in-drivable-lane": 0.13333333333333308, "deviation-heading": 1.6547040701899565, "deviation-center-line": 0.5338937251524171}, "ep002": {"driven_any": 18.554429949101394, "driven_lanedir": 18.037199821886695, "in-drivable-lane": 0.33333333333333415, "deviation-heading": 1.4233478305553249, "deviation-center-line": 0.7313986373097598}, "ep003": {"driven_any": 18.337740323595217, "driven_lanedir": 18.019736143992713, "in-drivable-lane": 0.13333333333333297, "deviation-heading": 1.496147074073935, "deviation-center-line": 0.7104797409205192}, "ep004": {"driven_any": 18.309105917942905, "driven_lanedir": 17.82094855573889, "in-drivable-lane": 0.26666666666666583, "deviation-heading": 1.6248268939563588, "deviation-center-line": 0.7334062597373803}}
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152891812Hristo Vrigazov 🇧🇬Visteon perception teamaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:14
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videos1
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152821810Wei Gao 🇸🇬NUS & Panasonic R&D Center Singaporeaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:06:14
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driven_lanedir_median17.98147570028198
deviation-center-line_median0.711854162110872
in-drivable-lane_median0.2333333333333344


other stats
deviation-center-line_max0.738979460070732
deviation-center-line_mean0.6663377859360446
deviation-center-line_min0.5595960969535984
deviation-heading_max1.8285076349624665
deviation-heading_mean1.6070908428357191
deviation-heading_median1.5668866354940052
deviation-heading_min1.4203770440684975
driven_any_max18.69101065019881
driven_any_mean18.51292292588616
driven_any_median18.54679057465173
driven_any_min18.357645541727408
driven_lanedir_max18.26003159319343
driven_lanedir_mean17.993586692688027
driven_lanedir_min17.68116865505629
in-drivable-lane_max0.4999999999999995
in-drivable-lane_mean0.29333333333333317
in-drivable-lane_min0.13333333333333286
per-episodes
details{"ep000": {"driven_any": 18.357645541727408, "driven_lanedir": 17.68116865505629, "in-drivable-lane": 0.3999999999999995, "deviation-heading": 1.8285076349624665, "deviation-center-line": 0.5995930027414259}, "ep001": {"driven_any": 18.398707840289447, "driven_lanedir": 17.98147570028198, "in-drivable-lane": 0.2333333333333344, "deviation-heading": 1.5668866354940052, "deviation-center-line": 0.5595960969535984}, "ep002": {"driven_any": 18.69101065019881, "driven_lanedir": 17.9610417348109, "in-drivable-lane": 0.4999999999999995, "deviation-heading": 1.4203770440684975, "deviation-center-line": 0.711854162110872}, "ep003": {"driven_any": 18.5704600225634, "driven_lanedir": 18.26003159319343, "in-drivable-lane": 0.13333333333333286, "deviation-heading": 1.5014988700458618, "deviation-center-line": 0.7216662078035952}, "ep004": {"driven_any": 18.54679057465173, "driven_lanedir": 18.084215780097527, "in-drivable-lane": 0.1999999999999994, "deviation-heading": 1.7181840296077655, "deviation-center-line": 0.738979460070732}}
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152661807Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:06:25
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other stats
simulation-passed1
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152651805Suzanne PetrykSolution using imitation learning from logsaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:23
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driven_lanedir_median0.7668994296829634
deviation-center-line_median0.1924697204612511
in-drivable-lane_median0


other stats
deviation-center-line_max0.2846063985723348
deviation-center-line_mean0.15444219716652513
deviation-center-line_min0.01616636480163061
deviation-heading_max0.553024876563402
deviation-heading_mean0.3768031685392888
deviation-heading_median0.4010187064325153
deviation-heading_min0.1524158154039851
driven_any_max1.1530398322496398
driven_any_mean0.9829955683240744
driven_any_median1.094805471886637
driven_any_min0.7686932177103967
driven_lanedir_max1.114980136706742
driven_lanedir_mean0.7355305546665105
driven_lanedir_min0.0054568185189403096
in-drivable-lane_max2.8999999999999995
in-drivable-lane_mean0.6066666666666665
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.094805471886637, "driven_lanedir": 0.0054568185189403096, "in-drivable-lane": 2.8999999999999995, "deviation-heading": 0.4010187064325153, "deviation-center-line": 0.01616636480163061}, "ep001": {"driven_any": 0.7686932177103967, "driven_lanedir": 0.7668994296829634, "in-drivable-lane": 0, "deviation-heading": 0.1524158154039851, "deviation-center-line": 0.1924697204612511}, "ep002": {"driven_any": 0.7803400884922536, "driven_lanedir": 0.7283544367956521, "in-drivable-lane": 0, "deviation-heading": 0.553024876563402, "deviation-center-line": 0.07040625246083695}, "ep003": {"driven_any": 1.118099231281445, "driven_lanedir": 1.0619619516282552, "in-drivable-lane": 0.13333333333333286, "deviation-heading": 0.31776823530114406, "deviation-center-line": 0.2846063985723348}, "ep004": {"driven_any": 1.1530398322496398, "driven_lanedir": 1.114980136706742, "in-drivable-lane": 0, "deviation-heading": 0.4597882089953976, "deviation-center-line": 0.20856224953657224}}
No reset possible
152571804Hristo Vrigazov 🇧🇬Visteon perception teamaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median3.166666666666665


other stats
episodes
details{"ep000": {"nsteps": 103, "reward": -9.234730601744744, "good_angle": 0.3923027628564158, "survival_time": 3.433333333333331, "traveled_tiles": 4, "valid_direction": 0.9000000000000001}, "ep001": {"nsteps": 95, "reward": -10.101347819598098, "good_angle": 0.1532398161575109, "survival_time": 3.166666666666665, "traveled_tiles": 5, "valid_direction": 0.3666666666666665}, "ep002": {"nsteps": 91, "reward": -10.493401587255054, "good_angle": 0.13086482869218802, "survival_time": 3.0333333333333323, "traveled_tiles": 4, "valid_direction": 0.26666666666666716}, "ep003": {"nsteps": 100, "reward": -9.503043814823032, "good_angle": 0.18858541429226236, "survival_time": 3.3333333333333313, "traveled_tiles": 4, "valid_direction": 0.3333333333333337}, "ep004": {"nsteps": 62, "reward": -15.736877719360974, "good_angle": 0.47933414998605495, "survival_time": 2.066666666666669, "traveled_tiles": 2, "valid_direction": 0.6000000000000011}}
good_angle_max0.47933414998605495
good_angle_mean0.2688653943968864
good_angle_median0.18858541429226236
good_angle_min0.13086482869218802
reward_max-9.234730601744744
reward_mean-11.01388030855638
reward_median-10.101347819598098
reward_min-15.736877719360974
survival_time_max3.433333333333331
survival_time_mean3.0066666666666664
survival_time_min2.066666666666669
traveled_tiles_max5
traveled_tiles_mean3.8
traveled_tiles_median4
traveled_tiles_min2
valid_direction_max0.9000000000000001
valid_direction_mean0.49333333333333373
valid_direction_median0.3666666666666665
valid_direction_min0.26666666666666716
No reset possible
152471795Suzanne PetrykSolution using imitation learning from logsaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:36
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 135, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: ./models/Resnet20_1.pb; No such file or directory

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152461794Suzanne PetrykSolution using imitation learning from logsaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:33
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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152431791Suzanne PetrykSolution templateaido1_luck-v3step1successyesrudolf-80:00:22
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score112.244202678883823


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152101781Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.6490729692354799, "good_angle": 18.7704766716831, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.4999999999999942}, "ep001": {"nsteps": 500, "reward": 0.6638857601583004, "good_angle": 19.897063311580887, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.8666666666666605}, "ep002": {"nsteps": 12, "reward": -83.20068952813745, "good_angle": 0.114393071346664, "survival_time": 0.4, "traveled_tiles": 2, "valid_direction": 0.16666666666666663}, "ep003": {"nsteps": 500, "reward": 0.7009152868241072, "good_angle": 19.53875681251462, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.56666666666666}, "ep004": {"nsteps": 500, "reward": 0.6487571743819862, "good_angle": 20.246740512199036, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.366666666666659}}
good_angle_max20.246740512199036
good_angle_mean15.71348607586486
good_angle_median19.53875681251462
good_angle_min0.114393071346664
reward_max0.7009152868241072
reward_mean-16.107611667507513
reward_median0.6490729692354799
reward_min-83.20068952813745
survival_time_max16.666666666666654
survival_time_mean13.413333333333323
survival_time_min0.4
traveled_tiles_max18
traveled_tiles_mean14.8
traveled_tiles_median18
traveled_tiles_min2
valid_direction_max2.8666666666666605
valid_direction_mean2.093333333333328
valid_direction_median2.4999999999999942
valid_direction_min0.16666666666666663
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152081781Wei Gao 🇸🇬Panasonic R&D Center Singapore & NUSaido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:06:16
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simulation-passed1
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152001777Cliff LiPython templateaido1_amod_efficiency_r1-v3step2-scoringsuccessyesrudolf-80:00:20
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efficiency-74.24059994626808


other stats
fleet_size-1000000000
service_quality-34.92313998656696
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151981776Cliff LiPython templateaido1_amod_service_quality_r1-v3step2-scoringsuccessyesrudolf-80:00:17
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service_quality-33.367126908689684


other stats
efficiency-67.15546763475888
fleet_size-1000000000
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151731767Wei Gao 🇸🇬NUS & Panasonic R&D Center Singaporeaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:10
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videos1
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151711767Wei Gao 🇸🇬NUS & Panasonic R&D Center Singaporeaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:07:21
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simulation-passed1
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151681766Wei Gao 🇸🇬NUS & Panasonic R&D Center Singaporeaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:25
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.92286499153357, "good_angle": 0.4725941452551555, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.1000000000000028}, "ep001": {"nsteps": 500, "reward": 0.9635296580195428, "good_angle": 0.18673554113391788, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.23333333333333264}, "ep002": {"nsteps": 500, "reward": 0.9956824066173284, "good_angle": 0.3701048745610009, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.7333333333333325}, "ep003": {"nsteps": 500, "reward": 0.977105973124504, "good_angle": 0.2665125530580661, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.33333333333333237}, "ep004": {"nsteps": 500, "reward": 1.0153141764998437, "good_angle": 0.30122527566391283, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.5666666666666658}}
good_angle_max0.4725941452551555
good_angle_mean0.31943447793441065
good_angle_median0.30122527566391283
good_angle_min0.18673554113391788
reward_max1.0153141764998437
reward_mean0.9748994411589578
reward_median0.977105973124504
reward_min0.92286499153357
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max18
traveled_tiles_mean18
traveled_tiles_median18
traveled_tiles_min18
valid_direction_max1.1000000000000028
valid_direction_mean0.5933333333333332
valid_direction_median0.5666666666666658
valid_direction_min0.23333333333333264
No reset possible
151641765Wei Gao 🇸🇬NUS & Panasonic R&D Center Singaporeaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.9250212844014168, "good_angle": 0.3562005894866501, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.6333333333333323}, "ep001": {"nsteps": 500, "reward": 0.9401563308741896, "good_angle": 0.3922748244371859, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.6999999999999988}, "ep002": {"nsteps": 32, "reward": -31.726330877747387, "good_angle": 1.1812069829767218, "survival_time": 1.0666666666666669, "traveled_tiles": 2, "valid_direction": 0.9333333333333332}, "ep003": {"nsteps": 500, "reward": 1.003565765738487, "good_angle": 0.2936985088389949, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.33333333333333226}, "ep004": {"nsteps": 500, "reward": 0.9725505663752556, "good_angle": 0.4779836647140679, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.8333333333333324}}
good_angle_max1.1812069829767218
good_angle_mean0.5402729140907241
good_angle_median0.3922748244371859
good_angle_min0.2936985088389949
reward_max1.003565765738487
reward_mean-5.5770073860716085
reward_median0.9401563308741896
reward_min-31.726330877747387
survival_time_max16.666666666666654
survival_time_mean13.546666666666658
survival_time_min1.0666666666666669
traveled_tiles_max18
traveled_tiles_mean14.8
traveled_tiles_median18
traveled_tiles_min2
valid_direction_max0.9333333333333332
valid_direction_mean0.6866666666666659
valid_direction_median0.6999999999999988
valid_direction_min0.33333333333333226
No reset possible
151621764Wei Gao 🇸🇬NUS&PANASONIC_R&D_SINGAPOREaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:05:06
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driven_lanedir_median18.08364725888537
deviation-center-line_median0.7025001020790752
in-drivable-lane_median0.1999999999999994


other stats
deviation-center-line_max0.7258964306666572
deviation-center-line_mean0.6610676767566614
deviation-center-line_min0.5733334082198944
deviation-heading_max1.7071622067504075
deviation-heading_mean1.579300732262117
deviation-heading_median1.5942037549501404
deviation-heading_min1.413557384297968
driven_any_max18.72402774678131
driven_any_mean18.542372592106915
driven_any_median18.509497423547252
driven_any_min18.439027953517535
driven_lanedir_max18.296698000931546
driven_lanedir_mean18.09221577188689
driven_lanedir_min17.77679439156394
in-drivable-lane_max0.4333333333333329
in-drivable-lane_mean0.23333333333333367
in-drivable-lane_min0.0666666666666682
per-episodes
details{"ep000": {"driven_any": 18.439027953517535, "driven_lanedir": 17.77679439156394, "in-drivable-lane": 0.3999999999999996, "deviation-heading": 1.7071622067504075, "deviation-center-line": 0.5948499107693122}, "ep001": {"driven_any": 18.47508225823006, "driven_lanedir": 18.225818186462277, "in-drivable-lane": 0.0666666666666682, "deviation-heading": 1.5437635018004154, "deviation-center-line": 0.5733334082198944}, "ep002": {"driven_any": 18.72402774678131, "driven_lanedir": 18.078121021591333, "in-drivable-lane": 0.4333333333333329, "deviation-heading": 1.413557384297968, "deviation-center-line": 0.7025001020790752}, "ep003": {"driven_any": 18.564227578458425, "driven_lanedir": 18.296698000931546, "in-drivable-lane": 0.0666666666666682, "deviation-heading": 1.5942037549501404, "deviation-center-line": 0.7087585320483684}, "ep004": {"driven_any": 18.509497423547252, "driven_lanedir": 18.08364725888537, "in-drivable-lane": 0.1999999999999994, "deviation-heading": 1.637816813511655, "deviation-center-line": 0.7258964306666572}}
No reset possible
151591764Wei Gao 🇸🇬NUS&PANASONIC_R&D_SINGAPOREaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:06:57
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other stats
simulation-passed1
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151561763Wei Gao 🇸🇬NUS&PANASONIC_R&D_SINGAPOREaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.9073194674551488, "good_angle": 0.4275039207864202, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.6999999999999988}, "ep001": {"nsteps": 500, "reward": 0.9496278094649316, "good_angle": 0.225174643047136, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.26666666666666927}, "ep002": {"nsteps": 500, "reward": 0.9760947353085504, "good_angle": 0.5778418983348624, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.0666666666666678}, "ep003": {"nsteps": 500, "reward": 0.9950991005897522, "good_angle": 0.2841137855102491, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.433333333333334}, "ep004": {"nsteps": 500, "reward": 0.9981263262033464, "good_angle": 0.4558522620180548, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.8666666666666658}}
good_angle_max0.5778418983348624
good_angle_mean0.3940973019393445
good_angle_median0.4275039207864202
good_angle_min0.225174643047136
reward_max0.9981263262033464
reward_mean0.9652534878043456
reward_median0.9760947353085504
reward_min0.9073194674551488
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max18
traveled_tiles_mean18
traveled_tiles_median18
traveled_tiles_min18
valid_direction_max1.0666666666666678
valid_direction_mean0.6666666666666672
valid_direction_median0.6999999999999988
valid_direction_min0.26666666666666927
No reset possible
151041746Liam Paull 🇨🇦Tensorflow templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median9.266666666666644


other stats
episodes
details{"ep000": {"nsteps": 255, "reward": -3.2289562618076872, "good_angle": 1.1346931930881636, "survival_time": 8.49999999999998, "traveled_tiles": 11, "valid_direction": 1.933333333333329}, "ep001": {"nsteps": 385, "reward": -1.9227435327679303, "good_angle": 0.9429759282318948, "survival_time": 12.833333333333298, "traveled_tiles": 15, "valid_direction": 1.6999999999999953}, "ep002": {"nsteps": 411, "reward": -1.807526985767984, "good_angle": 0.7247250775367927, "survival_time": 13.699999999999962, "traveled_tiles": 14, "valid_direction": 1.166666666666664}, "ep003": {"nsteps": 278, "reward": -2.957609235784776, "good_angle": 0.7534854144834433, "survival_time": 9.266666666666644, "traveled_tiles": 9, "valid_direction": 0.9999999999999972}, "ep004": {"nsteps": 70, "reward": -13.692152492489134, "good_angle": 0.5108653120693448, "survival_time": 2.333333333333335, "traveled_tiles": 3, "valid_direction": 0.4666666666666657}}
good_angle_max1.1346931930881636
good_angle_mean0.8133489850819279
good_angle_median0.7534854144834433
good_angle_min0.5108653120693448
reward_max-1.807526985767984
reward_mean-4.721797701723502
reward_median-2.957609235784776
reward_min-13.692152492489134
survival_time_max13.699999999999962
survival_time_mean9.326666666666643
survival_time_min2.333333333333335
traveled_tiles_max15
traveled_tiles_mean10.4
traveled_tiles_median11
traveled_tiles_min3
valid_direction_max1.933333333333329
valid_direction_mean1.2533333333333303
valid_direction_median1.166666666666664
valid_direction_min0.4666666666666657
No reset possible
150981744Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 284, "reward": -2.9368851267516245, "good_angle": 0.512731839495879, "survival_time": 9.466666666666644, "traveled_tiles": 18, "valid_direction": 1.5333333333333288}, "ep001": {"nsteps": 500, "reward": 0.6952469130083918, "good_angle": 0.6986461979085694, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.9333333333333345}, "ep002": {"nsteps": 500, "reward": 0.6934763562232256, "good_angle": 0.7767277540521826, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.9333333333333376}, "ep003": {"nsteps": 295, "reward": -2.769530088795444, "good_angle": 0.30418303096524696, "survival_time": 9.833333333333307, "traveled_tiles": 18, "valid_direction": 0.7333333333333308}, "ep004": {"nsteps": 500, "reward": 0.6765617783814669, "good_angle": 0.6903158224376169, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.0666666666666744}}
good_angle_max0.7767277540521826
good_angle_mean0.596520928971899
good_angle_median0.6903158224376169
good_angle_min0.30418303096524696
reward_max0.6952469130083918
reward_mean-0.7282260335867968
reward_median0.6765617783814669
reward_min-2.9368851267516245
survival_time_max16.666666666666654
survival_time_mean13.859999999999982
survival_time_min9.466666666666644
traveled_tiles_max18
traveled_tiles_mean18
traveled_tiles_median18
traveled_tiles_min18
valid_direction_max2.0666666666666744
valid_direction_mean1.6400000000000012
valid_direction_median1.9333333333333345
valid_direction_min0.7333333333333308
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150631729Wei Gao 🇸🇬NUS&PANASONIC_R&D_SINGAPOREaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:01:52
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150591727Wei Gao 🇸🇬NUS&PANASONIC_R&D_SINGAPOREaido1_LFV_r1-v3step4-vizsuccessnorudolf-80:01:05
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deviation-center-line_median0.09103042292240966
in-drivable-lane_median0.2666666666666657


other stats
deviation-center-line_max0.21107216603106932
deviation-center-line_mean0.09326381612708631
deviation-center-line_min0
deviation-heading_max0.8543891916730528
deviation-heading_mean0.3023687512193544
deviation-heading_median0.22757948887047033
deviation-heading_min0
driven_any_max1.7600000000000071
driven_any_mean1.1920000000000068
driven_any_median1.2799999999999905
driven_any_min0.5200000000000025
driven_lanedir_max1.398805504978943
driven_lanedir_mean0.7264244398014253
driven_lanedir_median0.7620016548559532
driven_lanedir_min0
in-drivable-lane_max2.7
in-drivable-lane_mean0.6866666666666665
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.6000000000000305, "driven_lanedir": 0, "in-drivable-lane": 2.7, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 1.2799999999999905, "driven_lanedir": 0.9523387161279784, "in-drivable-lane": 0.4333333333333331, "deviation-heading": 0.37339238170681993, "deviation-center-line": 0.09103042292240966}, "ep002": {"driven_any": 0.8000000000000032, "driven_lanedir": 0.7620016548559532, "in-drivable-lane": 0.03333333333333344, "deviation-heading": 0.22757948887047033, "deviation-center-line": 0.07153963593205566}, "ep003": {"driven_any": 1.7600000000000071, "driven_lanedir": 1.398805504978943, "in-drivable-lane": 0.2666666666666657, "deviation-heading": 0.8543891916730528, "deviation-center-line": 0.21107216603106932}, "ep004": {"driven_any": 0.5200000000000025, "driven_lanedir": 0.5189763230442521, "in-drivable-lane": 0, "deviation-heading": 0.056482693846429045, "deviation-center-line": 0.09267685574989697}}
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150571727Wei Gao 🇸🇬NUS&PANASONIC_R&D_SINGAPOREaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median2.200000000000002


other stats
episodes
details{"ep000": {"nsteps": 82, "reward": -14.69995212336866, "good_angle": 6.65667704223881, "survival_time": 2.7333333333333334, "traveled_tiles": 3, "valid_direction": 0.9666666666666646}, "ep001": {"nsteps": 66, "reward": -15.58014577536872, "good_angle": 4.307042875025382, "survival_time": 2.200000000000002, "traveled_tiles": 3, "valid_direction": 0.9333333333333348}, "ep002": {"nsteps": 42, "reward": -23.687238975206306, "good_angle": 0.2712250888110818, "survival_time": 1.400000000000001, "traveled_tiles": 2, "valid_direction": 0.5666666666666678}, "ep003": {"nsteps": 90, "reward": -11.363539161284764, "good_angle": 5.194875623318005, "survival_time": 2.999999999999999, "traveled_tiles": 3, "valid_direction": 0.93333333333333}, "ep004": {"nsteps": 28, "reward": -35.45923779612141, "good_angle": 0.003544771893499332, "survival_time": 0.9333333333333332, "traveled_tiles": 2, "valid_direction": 0}}
good_angle_max6.65667704223881
good_angle_mean3.286673080257356
good_angle_median4.307042875025382
good_angle_min0.003544771893499332
reward_max-11.363539161284764
reward_mean-20.158022766269973
reward_median-15.58014577536872
reward_min-35.45923779612141
survival_time_max2.999999999999999
survival_time_mean2.0533333333333337
survival_time_min0.9333333333333332
traveled_tiles_max3
traveled_tiles_mean2.6
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max0.9666666666666646
valid_direction_mean0.6799999999999994
valid_direction_median0.93333333333333
valid_direction_min0
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150401717Edoardo Gabbi 🇮🇹SemSeg_testaido1_luck-v3step1successyesrudolf-80:00:24
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score198


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150341713Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:36
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150321713Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:01:50
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simulation-passed1
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150311709Wei Gao 🇸🇬NUS&PANASONIC_R&D_SINGAPOREaido1_LFV_r1-v3step4-vizsuccessnorudolf-80:00:49
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deviation-center-line_median0.018429955286957705
in-drivable-lane_median0.33333333333333326


other stats
deviation-center-line_max0.052884547509409886
deviation-center-line_mean0.02405356387133552
deviation-center-line_min0.008098116304067912
deviation-heading_max0.438809440786185
deviation-heading_mean0.27137060092947
deviation-heading_median0.19916319569192287
deviation-heading_min0.17983096306094035
driven_any_max0.5449996507982429
driven_any_mean0.3267479603598145
driven_any_median0.28554383224844815
driven_any_min0.20915602757654464
driven_lanedir_max0.16356525128484556
driven_lanedir_mean0.05596243650972523
driven_lanedir_median0.029917987473835783
driven_lanedir_min0.003099829572718038
in-drivable-lane_max0.4
in-drivable-lane_mean0.21999999999999992
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.5449996507982429, "driven_lanedir": 0.16356525128484556, "in-drivable-lane": 0.33333333333333326, "deviation-heading": 0.438809440786185, "deviation-center-line": 0.052884547509409886}, "ep001": {"driven_any": 0.28554383224844815, "driven_lanedir": 0.023005727741792104, "in-drivable-lane": 0.4, "deviation-heading": 0.17983096306094035, "deviation-center-line": 0.011020565476546585}, "ep002": {"driven_any": 0.33027500620730926, "driven_lanedir": 0.003099829572718038, "in-drivable-lane": 0.33333333333333326, "deviation-heading": 0.3442800932700243, "deviation-center-line": 0.008098116304067912}, "ep003": {"driven_any": 0.20915602757654464, "driven_lanedir": 0.029917987473835783, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.19476931183827753, "deviation-center-line": 0.018429955286957705}, "ep004": {"driven_any": 0.26376528496852747, "driven_lanedir": 0.06022338647543468, "in-drivable-lane": 0, "deviation-heading": 0.19916319569192287, "deviation-center-line": 0.02983463477969552}}
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150271710Mikita Sazanovich 🇷🇺JetBrains Researchaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:14
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videos1
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150251711Lukas Sieber 🇨🇭Simple FIFOaido1_amod_efficiency_r1-v3step1-simulationfailedyesrudolf-80:04:12
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/amod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/amod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/amod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "/project/solution.py", line 13, in run
    aidoGuest.run()
  File "/project/src/AidoGuest.py", line 62, in run
    command = dispatchingLogic.of(status)
  File "/project/src/DispatchingLogic.py", line 51, in of
    robotaxi = self.getClosestRoboTaxi(request, robotaxis, matchedRoboTaxis)
NameError: global name 'matchedRoboTaxis' is not defined


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150181708Aoming LiuSolution templateaido1_luck-v3step1successyesrudolf-80:00:39
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score111.500171882367797


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150141706Wei Gao 🇸🇬NUS&PANASONIC_R&D_SINGAPOREaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:01:38
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survival_time_median5.633333333333323


other stats
episodes
details{"ep000": {"nsteps": 188, "reward": -4.800568428088693, "good_angle": 4.183253585289434, "survival_time": 6.266666666666654, "traveled_tiles": 7, "valid_direction": 2.066666666666663}, "ep001": {"nsteps": 51, "reward": -19.216781475964716, "good_angle": 1.7349040014130874, "survival_time": 1.700000000000002, "traveled_tiles": 4, "valid_direction": 0.8000000000000012}, "ep002": {"nsteps": 169, "reward": -5.3517777455981665, "good_angle": 0.4163354898578091, "survival_time": 5.633333333333323, "traveled_tiles": 6, "valid_direction": 1.0666666666666644}, "ep003": {"nsteps": 302, "reward": -2.821923194354437, "good_angle": 9.248063304983829, "survival_time": 10.066666666666642, "traveled_tiles": 11, "valid_direction": 3.099999999999991}, "ep004": {"nsteps": 20, "reward": -49.674136778898536, "good_angle": 0.05376035933917999, "survival_time": 0.6666666666666666, "traveled_tiles": 2, "valid_direction": 0.16666666666666663}}
good_angle_max9.248063304983829
good_angle_mean3.1272633481766676
good_angle_median1.7349040014130874
good_angle_min0.05376035933917999
reward_max-2.821923194354437
reward_mean-16.373037524580912
reward_median-5.3517777455981665
reward_min-49.674136778898536
survival_time_max10.066666666666642
survival_time_mean4.866666666666658
survival_time_min0.6666666666666666
traveled_tiles_max11
traveled_tiles_mean6
traveled_tiles_median6
traveled_tiles_min2
valid_direction_max3.099999999999991
valid_direction_mean1.4399999999999973
valid_direction_median1.0666666666666644
valid_direction_min0.16666666666666663
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150101703Wei Gao 🇸🇬NUS&PANASONIC_R&D_SINGAPOREaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:25
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.9153206804692744, "good_angle": 0.4730101458380773, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.8333333333333387}, "ep001": {"nsteps": 500, "reward": 0.9634706421494484, "good_angle": 0.21590001473224116, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.2666666666666657}, "ep002": {"nsteps": 500, "reward": 1.0143269596397877, "good_angle": 0.29255942235424726, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.6999999999999991}, "ep003": {"nsteps": 500, "reward": 0.9645108144283294, "good_angle": 0.30179557356639314, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.46666666666666545}, "ep004": {"nsteps": 500, "reward": 1.0028231323361396, "good_angle": 0.3510523721722393, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.6333333333333325}}
good_angle_max0.4730101458380773
good_angle_mean0.32686350573263967
good_angle_median0.30179557356639314
good_angle_min0.21590001473224116
reward_max1.0143269596397877
reward_mean0.972090445804596
reward_median0.9645108144283294
reward_min0.9153206804692744
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max18
traveled_tiles_mean18
traveled_tiles_median18
traveled_tiles_min18
valid_direction_max0.8333333333333387
valid_direction_mean0.5800000000000003
valid_direction_median0.6333333333333325
valid_direction_min0.2666666666666657
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149971702Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:01:56
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simulation-passed1
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149911697Joel Gächter 🇨🇭greedy but not so lazyaido1_amod_service_quality_r1-v3step1-simulationsuccessyesrudolf-80:03:17
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passedtrue
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149871694Lukas Sieber 🇨🇭Simple FIFOaido1_amod_efficiency_r1-v3step1-simulationerroryesrudolf-80:30:35
Timeout: Waited 180 [...]
Timeout:

Waited 1803.20061707 for container to finish. Giving up. 
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149821684Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:06:15
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simulation-passed1
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149771685Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:25
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 284, "reward": -2.9368851267516245, "good_angle": 0.512731839495879, "survival_time": 9.466666666666644, "traveled_tiles": 18, "valid_direction": 1.5333333333333288}, "ep001": {"nsteps": 500, "reward": 0.6952469130083918, "good_angle": 0.6986461979085694, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.9333333333333345}, "ep002": {"nsteps": 500, "reward": 0.6934763562232256, "good_angle": 0.7767277540521826, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.9333333333333376}, "ep003": {"nsteps": 295, "reward": -2.769530088795444, "good_angle": 0.30418303096524696, "survival_time": 9.833333333333307, "traveled_tiles": 18, "valid_direction": 0.7333333333333308}, "ep004": {"nsteps": 500, "reward": 0.6765617783814669, "good_angle": 0.6903158224376169, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.0666666666666744}}
good_angle_max0.7767277540521826
good_angle_mean0.596520928971899
good_angle_median0.6903158224376169
good_angle_min0.30418303096524696
reward_max0.6952469130083918
reward_mean-0.7282260335867968
reward_median0.6765617783814669
reward_min-2.9368851267516245
survival_time_max16.666666666666654
survival_time_mean13.859999999999982
survival_time_min9.466666666666644
traveled_tiles_max18
traveled_tiles_mean18
traveled_tiles_median18
traveled_tiles_min18
valid_direction_max2.0666666666666744
valid_direction_mean1.6400000000000012
valid_direction_median1.9333333333333345
valid_direction_min0.7333333333333308
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149741691Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:05:01
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driven_lanedir_median16.335574011879036
deviation-center-line_median1.0444064856536095
in-drivable-lane_median1.6000000000000056


other stats
deviation-center-line_max1.1199208746741478
deviation-center-line_mean0.9034644580589164
deviation-center-line_min0.6475055535490419
deviation-heading_max2.4897497282854237
deviation-heading_mean2.001625775234914
deviation-heading_median2.435186744265479
deviation-heading_min1.160105984477231
driven_any_max19.08644144337508
driven_any_mean15.764722872947305
driven_any_median18.95343719128836
driven_any_min10.614911570017236
driven_lanedir_max16.63344870405414
driven_lanedir_mean13.574702733558876
driven_lanedir_min8.697876190248273
in-drivable-lane_max1.9666666666666763
in-drivable-lane_mean1.6200000000000003
in-drivable-lane_min1.099999999999996
per-episodes
details{"ep000": {"driven_any": 10.614911570017236, "driven_lanedir": 8.697876190248273, "in-drivable-lane": 1.4999999999999964, "deviation-heading": 1.4354348009897515, "deviation-center-line": 0.6475055535490419}, "ep001": {"driven_any": 19.04554329870867, "driven_lanedir": 16.436320008197605, "in-drivable-lane": 1.933333333333328, "deviation-heading": 2.435186744265479, "deviation-center-line": 1.0444064856536095}, "ep002": {"driven_any": 19.08644144337508, "driven_lanedir": 16.335574011879036, "in-drivable-lane": 1.9666666666666763, "deviation-heading": 2.4876516181566832, "deviation-center-line": 1.057638901024734}, "ep003": {"driven_any": 11.123280861347173, "driven_lanedir": 9.770294753415332, "in-drivable-lane": 1.099999999999996, "deviation-heading": 1.160105984477231, "deviation-center-line": 0.6478504753930472}, "ep004": {"driven_any": 18.95343719128836, "driven_lanedir": 16.63344870405414, "in-drivable-lane": 1.6000000000000056, "deviation-heading": 2.4897497282854237, "deviation-center-line": 1.1199208746741478}}
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149711691Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:21
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 284, "reward": -2.9368851267516245, "good_angle": 0.512731839495879, "survival_time": 9.466666666666644, "traveled_tiles": 18, "valid_direction": 1.5333333333333288}, "ep001": {"nsteps": 500, "reward": 0.6952469130083918, "good_angle": 0.6986461979085694, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.9333333333333345}, "ep002": {"nsteps": 500, "reward": 0.6934763562232256, "good_angle": 0.7767277540521826, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.9333333333333376}, "ep003": {"nsteps": 295, "reward": -2.769530088795444, "good_angle": 0.30418303096524696, "survival_time": 9.833333333333307, "traveled_tiles": 18, "valid_direction": 0.7333333333333308}, "ep004": {"nsteps": 500, "reward": 0.6765617783814669, "good_angle": 0.6903158224376169, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.0666666666666744}}
good_angle_max0.7767277540521826
good_angle_mean0.596520928971899
good_angle_median0.6903158224376169
good_angle_min0.30418303096524696
reward_max0.6952469130083918
reward_mean-0.7282260335867968
reward_median0.6765617783814669
reward_min-2.9368851267516245
survival_time_max16.666666666666654
survival_time_mean13.859999999999982
survival_time_min9.466666666666644
traveled_tiles_max18
traveled_tiles_mean18
traveled_tiles_median18
traveled_tiles_min18
valid_direction_max2.0666666666666744
valid_direction_mean1.6400000000000012
valid_direction_median1.9333333333333345
valid_direction_min0.7333333333333308
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149461658Rumpel Stilzchen 🇩🇪Simsalabimaido1_amod_efficiency_r1-v3step2-scoringsuccessyesrudolf-80:00:14
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efficiency-65.8688716657305


other stats
fleet_size-1000000000
service_quality-33.584507916432564
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149431661Mikita Sazanovich 🇷🇺JetBrains Researchaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:42
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driven_lanedir_median8.00375365270881
deviation-center-line_median0.5025928311668642
in-drivable-lane_median0.09999999999999964


other stats
deviation-center-line_max0.7172301825257389
deviation-center-line_mean0.44422456365678453
deviation-center-line_min0.14848036706350323
deviation-heading_max1.9863300334606393
deviation-heading_mean1.1788305405522477
deviation-heading_median1.1963356951529565
deviation-heading_min0.506152749660325
driven_any_max12.707665090598017
driven_any_mean7.712442485584065
driven_any_median8.617702192718495
driven_any_min1.9378588518078592
driven_lanedir_max12.065621789727476
driven_lanedir_mean7.316621979505426
driven_lanedir_min1.8256887952546537
in-drivable-lane_max0.3333333333333331
in-drivable-lane_mean0.13999999999999976
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 9.507067287716769, "driven_lanedir": 9.16090068648951, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 1.2029273223614472, "deviation-center-line": 0.5025928311668642}, "ep001": {"driven_any": 8.617702192718495, "driven_lanedir": 8.00375365270881, "in-drivable-lane": 0.3333333333333331, "deviation-heading": 1.1963356951529565, "deviation-center-line": 0.5089675415602118}, "ep002": {"driven_any": 5.7919190050791824, "driven_lanedir": 5.527144973346678, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 1.00240690212587, "deviation-center-line": 0.3438518959676045}, "ep003": {"driven_any": 12.707665090598017, "driven_lanedir": 12.065621789727476, "in-drivable-lane": 0.23333333333333284, "deviation-heading": 1.9863300334606393, "deviation-center-line": 0.7172301825257389}, "ep004": {"driven_any": 1.9378588518078592, "driven_lanedir": 1.8256887952546537, "in-drivable-lane": 0, "deviation-heading": 0.506152749660325, "deviation-center-line": 0.14848036706350323}}
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149421660Rumpel Stilzchen 🇩🇪Simsalabimaido1_amod_fleet_size_r1-v3step1-simulationsuccessyesrudolf-80:03:39
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passedtrue
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149301672Rumpel Stilzchen 🇩🇪Simsalabimaido1_amod_fleet_size_r1-v3step1-simulationsuccessyesrudolf-80:03:34
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passedtrue
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149291669Rumpel Stilzchen 🇩🇪Simsalabimaido1_amod_fleet_size_r1-v3step1-simulationsuccessyesrudolf-80:03:18
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passedtrue
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149251668Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:04:26
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driven_lanedir_median18.29784659578783
deviation-center-line_median0.9027293402542628
in-drivable-lane_median0.3333333333333325


other stats
deviation-center-line_max0.9680042347992578
deviation-center-line_mean0.6249102239779576
deviation-center-line_min0.00022462744852731655
deviation-heading_max1.905835054078772
deviation-heading_mean1.1687897518616324
deviation-heading_median1.5590878252923877
deviation-heading_min0.05063315183167577
driven_any_max19.151206656244486
driven_any_mean12.780501475455422
driven_any_median18.87034853913688
driven_any_min0.19217690246026836
driven_lanedir_max18.526765460902364
driven_lanedir_mean12.269510965670351
driven_lanedir_min-0.0028572491478231488
in-drivable-lane_max0.39999999999999974
in-drivable-lane_mean0.3199999999999994
in-drivable-lane_min0.2666666666666657
per-episodes
details{"ep000": {"driven_any": 0.19217690246026836, "driven_lanedir": -0.0028572491478231488, "in-drivable-lane": 0.26666666666666666, "deviation-heading": 0.05063315183167577, "deviation-center-line": 0.00022462744852731655}, "ep001": {"driven_any": 19.151206656244486, "driven_lanedir": 18.526765460902364, "in-drivable-lane": 0.3333333333333325, "deviation-heading": 1.5590878252923877, "deviation-center-line": 0.9027293402542628}, "ep002": {"driven_any": 6.69361452757373, "driven_lanedir": 6.163810247013845, "in-drivable-lane": 0.39999999999999974, "deviation-heading": 0.6608711684870479, "deviation-center-line": 0.3136319199988874}, "ep003": {"driven_any": 18.87034853913688, "driven_lanedir": 18.29784659578783, "in-drivable-lane": 0.2666666666666657, "deviation-heading": 1.905835054078772, "deviation-center-line": 0.9399609973888524}, "ep004": {"driven_any": 18.995160751861743, "driven_lanedir": 18.361989773795543, "in-drivable-lane": 0.3333333333333325, "deviation-heading": 1.6675215596182793, "deviation-center-line": 0.9680042347992578}}
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149191665Rumpel Stilzchen 🇩🇪Simsalabimaido1_amod_fleet_size_r1-v3step2-scoringsuccessyesrudolf-80:00:20
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fleet_size-1000000000


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efficiency-63.57271545269052
service_quality-32.49347886317339
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149041656Rumpel Stilzchen 🇩🇪Mein zweiter Zauberspruchaido1_amod_service_quality_r1-v3step1-simulationsuccessyesrudolf-80:03:32
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passedtrue
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149031654Yun Chen 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:04:46
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driven_lanedir_median-0.5813010229285442
deviation-center-line_median0.42443054358938526
in-drivable-lane_median8.299999999999994


other stats
deviation-center-line_max0.7404804246306799
deviation-center-line_mean0.4691519572758821
deviation-center-line_min0.2140556723081241
deviation-heading_max6.59861063732595
deviation-heading_mean6.520578432558478
deviation-heading_median6.542508489212851
deviation-heading_min6.3986504353719065
driven_any_max1.9525757265721584
driven_any_mean1.9512764490869097
driven_any_median1.950939775121778
driven_any_min1.950933418264696
driven_lanedir_max-0.581004632879893
driven_lanedir_mean-0.581599910850802
driven_lanedir_min-0.5829603704898847
in-drivable-lane_max8.399999999999993
in-drivable-lane_mean8.319999999999991
in-drivable-lane_min8.26666666666666
per-episodes
details{"ep000": {"driven_any": 1.9525757265721584, "driven_lanedir": -0.5829603704898847, "in-drivable-lane": 8.333333333333325, "deviation-heading": 6.510693122574827, "deviation-center-line": 0.7404804246306799}, "ep001": {"driven_any": 1.9509354196807425, "driven_lanedir": -0.5813010229285442, "in-drivable-lane": 8.399999999999993, "deviation-heading": 6.3986504353719065, "deviation-center-line": 0.32438573031393525}, "ep002": {"driven_any": 1.950997905795173, "driven_lanedir": -0.5814442767005912, "in-drivable-lane": 8.299999999999992, "deviation-heading": 6.542508489212851, "deviation-center-line": 0.2140556723081241}, "ep003": {"driven_any": 1.950939775121778, "driven_lanedir": -0.5812892512550969, "in-drivable-lane": 8.299999999999994, "deviation-heading": 6.552429478306862, "deviation-center-line": 0.42443054358938526}, "ep004": {"driven_any": 1.950933418264696, "driven_lanedir": -0.581004632879893, "in-drivable-lane": 8.26666666666666, "deviation-heading": 6.59861063732595, "deviation-center-line": 0.6424074155372855}}
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148991653Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:06:20
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driven_lanedir_median18.027761024697163
deviation-center-line_median0.6695844317966559
in-drivable-lane_median0.13333333333333308


other stats
deviation-center-line_max0.7569425864413956
deviation-center-line_mean0.6638875477491425
deviation-center-line_min0.542370189106384
deviation-heading_max1.8538694212152504
deviation-heading_mean1.6632447631904277
deviation-heading_median1.676721321906366
deviation-heading_min1.4406456956389169
driven_any_max18.7485737536598
driven_any_mean18.502806012116885
driven_any_median18.45403825164301
driven_any_min18.342362994446805
driven_lanedir_max18.183352276725408
driven_lanedir_mean18.005979362046183
driven_lanedir_min17.736903633336617
in-drivable-lane_max0.5333333333333323
in-drivable-lane_mean0.25333333333333286
in-drivable-lane_min0.09999999999999964
per-episodes
details{"ep000": {"driven_any": 18.342362994446805, "driven_lanedir": 17.736903633336617, "in-drivable-lane": 0.3666666666666663, "deviation-heading": 1.709444082836672, "deviation-center-line": 0.6114857668083702}, "ep001": {"driven_any": 18.44665909002581, "driven_lanedir": 18.12566903522174, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 1.676721321906366, "deviation-center-line": 0.542370189106384}, "ep002": {"driven_any": 18.7485737536598, "driven_lanedir": 17.956210840250012, "in-drivable-lane": 0.5333333333333323, "deviation-heading": 1.4406456956389169, "deviation-center-line": 0.7390547645929068}, "ep003": {"driven_any": 18.522395970809008, "driven_lanedir": 18.183352276725408, "in-drivable-lane": 0.13333333333333308, "deviation-heading": 1.6355432943549324, "deviation-center-line": 0.6695844317966559}, "ep004": {"driven_any": 18.45403825164301, "driven_lanedir": 18.027761024697163, "in-drivable-lane": 0.13333333333333297, "deviation-heading": 1.8538694212152504, "deviation-center-line": 0.7569425864413956}}
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148971653Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.9239666657298804, "good_angle": 0.4176708932926708, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.5666666666666677}, "ep001": {"nsteps": 500, "reward": 0.9669601466655732, "good_angle": 0.15797470109547246, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.133333333333333}, "ep002": {"nsteps": 500, "reward": 1.0119526537926868, "good_angle": 0.29654313223969525, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.6666666666666659}, "ep003": {"nsteps": 500, "reward": 0.9798160150647164, "good_angle": 0.2490209630530131, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.1999999999999993}, "ep004": {"nsteps": 500, "reward": 0.9850714613497256, "good_angle": 0.4340911150455253, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.8666666666666658}}
good_angle_max0.4340911150455253
good_angle_mean0.3110601609452754
good_angle_median0.29654313223969525
good_angle_min0.15797470109547246
reward_max1.0119526537926868
reward_mean0.9735533885205164
reward_median0.9798160150647164
reward_min0.9239666657298804
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max18
traveled_tiles_mean18
traveled_tiles_median18
traveled_tiles_min18
valid_direction_max0.8666666666666658
valid_direction_mean0.4866666666666664
valid_direction_median0.5666666666666677
valid_direction_min0.133333333333333
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148951651Andreas Aumillersimple redispatcheraido1_amod_efficiency_r1-v3step2-scoringsuccessyesrudolf-80:00:19
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efficiency-22.97830593107618


other stats
fleet_size-1000000000
service_quality-15.843456482768962
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148801646Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:36
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videos1
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148791646Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:26
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.9334924468696116, "good_angle": 0.3906483823857379, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.6333333333333322}, "ep001": {"nsteps": 500, "reward": 0.9633857913017272, "good_angle": 0.21549001670381857, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.2999999999999995}, "ep002": {"nsteps": 500, "reward": 0.9819535595700144, "good_angle": 0.4720039589385616, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.0333333333333314}, "ep003": {"nsteps": 500, "reward": 0.99284282964468, "good_angle": 0.3011480507992558, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.29999999999999893}, "ep004": {"nsteps": 500, "reward": 1.0140458444952964, "good_angle": 0.32350842253149137, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.5333333333333329}}
good_angle_max0.4720039589385616
good_angle_mean0.3405597662717731
good_angle_median0.32350842253149137
good_angle_min0.21549001670381857
reward_max1.0140458444952964
reward_mean0.977144094376266
reward_median0.9819535595700144
reward_min0.9334924468696116
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max18
traveled_tiles_mean18
traveled_tiles_median18
traveled_tiles_min18
valid_direction_max1.0333333333333314
valid_direction_mean0.5599999999999989
valid_direction_median0.5333333333333329
valid_direction_min0.29999999999999893
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148651643Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:35
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other stats
videos1
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148621642Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:05:16
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driven_lanedir_median17.968470556135635
deviation-center-line_median0.628706234320155
in-drivable-lane_median0.06666666666666654


other stats
deviation-center-line_max0.7292292146232755
deviation-center-line_mean0.5462499174325496
deviation-center-line_min0.06206881680367441
deviation-heading_max1.9433734880579403
deviation-heading_mean1.45795436568032
deviation-heading_median1.7040131827268996
deviation-heading_min0.2720825417835201
driven_any_max18.649459201471775
driven_any_mean15.05727015656522
driven_any_median18.46470158118978
driven_any_min1.1595428618014672
driven_lanedir_max18.38989595567839
driven_lanedir_mean14.666143973203091
driven_lanedir_min1.110514818609177
in-drivable-lane_max0.3999999999999995
in-drivable-lane_mean0.17999999999999977
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 18.46470158118978, "driven_lanedir": 17.82339853097199, "in-drivable-lane": 0.3999999999999995, "deviation-heading": 1.7040131827268996, "deviation-center-line": 0.5844029700072341}, "ep001": {"driven_any": 18.40295085288472, "driven_lanedir": 18.03844000462027, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 1.9433734880579403, "deviation-center-line": 0.628706234320155}, "ep002": {"driven_any": 18.609696285478357, "driven_lanedir": 17.968470556135635, "in-drivable-lane": 0.3666666666666663, "deviation-heading": 1.785034454577805, "deviation-center-line": 0.7268423514084085}, "ep003": {"driven_any": 1.1595428618014672, "driven_lanedir": 1.110514818609177, "in-drivable-lane": 0, "deviation-heading": 0.2720825417835201, "deviation-center-line": 0.06206881680367441}, "ep004": {"driven_any": 18.649459201471775, "driven_lanedir": 18.38989595567839, "in-drivable-lane": 0.06666666666666654, "deviation-heading": 1.5852681612554345, "deviation-center-line": 0.7292292146232755}}
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148581642Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.9268851417601108, "good_angle": 0.41511261639211994, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.6999999999999988}, "ep001": {"nsteps": 500, "reward": 0.933335210159421, "good_angle": 0.564417059994638, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.6666666666666647}, "ep002": {"nsteps": 500, "reward": 0.9624111059550196, "good_angle": 0.6926278823747268, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 1.0333333333333332}, "ep003": {"nsteps": 35, "reward": -28.1409186255719, "good_angle": 0.09140651739860951, "survival_time": 1.166666666666667, "traveled_tiles": 2, "valid_direction": 0.20000000000000007}, "ep004": {"nsteps": 500, "reward": 1.0106207619309426, "good_angle": 0.3026254416549506, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.39999999999999936}}
good_angle_max0.6926278823747268
good_angle_mean0.41323790356300905
good_angle_median0.41511261639211994
good_angle_min0.09140651739860951
reward_max1.0106207619309426
reward_mean-4.861533281153281
reward_median0.933335210159421
reward_min-28.1409186255719
survival_time_max16.666666666666654
survival_time_mean13.566666666666654
survival_time_min1.166666666666667
traveled_tiles_max18
traveled_tiles_mean14.8
traveled_tiles_median18
traveled_tiles_min2
valid_direction_max1.0333333333333332
valid_direction_mean0.5999999999999993
valid_direction_median0.6666666666666647
valid_direction_min0.20000000000000007
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148381636Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:06:33
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driven_lanedir_median17.845417495231914
deviation-center-line_median0.6711465251176584
in-drivable-lane_median0.23333333333333295


other stats
deviation-center-line_max0.7338405201008493
deviation-center-line_mean0.6460936055503145
deviation-center-line_min0.5152245115540767
deviation-heading_max1.9626815772873036
deviation-heading_mean1.6696487390215495
deviation-heading_median1.6225326850905717
deviation-heading_min1.5320939490166776
driven_any_max18.527280990835532
driven_any_mean18.432674676065616
driven_any_median18.398211190396815
driven_any_min18.321167843503673
driven_lanedir_max18.15213564218359
driven_lanedir_mean17.904778722513875
driven_lanedir_min17.66211681982127
in-drivable-lane_max0.6666666666666661
in-drivable-lane_mean0.3066666666666663
in-drivable-lane_min0.06666666666666643
per-episodes
details{"ep000": {"driven_any": 18.398211190396815, "driven_lanedir": 17.845417495231914, "in-drivable-lane": 0.3333333333333332, "deviation-heading": 1.659731371343573, "deviation-center-line": 0.581190040912415}, "ep001": {"driven_any": 18.397541487781584, "driven_lanedir": 18.15213564218359, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 1.5712041123696203, "deviation-center-line": 0.5152245115540767}, "ep002": {"driven_any": 18.51917186781047, "driven_lanedir": 17.66211681982127, "in-drivable-lane": 0.6666666666666661, "deviation-heading": 1.5320939490166776, "deviation-center-line": 0.6711465251176584}, "ep003": {"driven_any": 18.321167843503673, "driven_lanedir": 17.774902357530927, "in-drivable-lane": 0.23333333333333295, "deviation-heading": 1.9626815772873036, "deviation-center-line": 0.7290664300665729}, "ep004": {"driven_any": 18.527280990835532, "driven_lanedir": 18.08932129780168, "in-drivable-lane": 0.23333333333333284, "deviation-heading": 1.6225326850905717, "deviation-center-line": 0.7338405201008493}}
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148361636Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:41
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videos1
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148291635Yun Chen 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:46
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simulation-passed1
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148281634Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:16
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simulation-passed1
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148251633Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:25
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survival_time_median16.666666666666654


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episodes
details{"ep000": {"nsteps": 335, "reward": -2.190000797430081, "good_angle": 0.6435234429290756, "survival_time": 11.166666666666638, "traveled_tiles": 18, "valid_direction": 0.699999999999999}, "ep001": {"nsteps": 500, "reward": 0.9499167362786828, "good_angle": 0.31054751896414834, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.29999999999999905}, "ep002": {"nsteps": 500, "reward": 1.0220971195697783, "good_angle": 0.21837840186755136, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.06666666666666643}, "ep003": {"nsteps": 257, "reward": -2.9678721880985983, "good_angle": 0.4607884001006605, "survival_time": 8.566666666666647, "traveled_tiles": 15, "valid_direction": 0.43333333333333224}, "ep004": {"nsteps": 500, "reward": 1.0175055505037307, "good_angle": 0.25019325509791707, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.33333333333333304}}
good_angle_max0.6435234429290756
good_angle_mean0.3766862037918706
good_angle_median0.31054751896414834
good_angle_min0.21837840186755136
reward_max1.0220971195697783
reward_mean-0.4336707158352976
reward_median0.9499167362786828
reward_min-2.9678721880985983
survival_time_max16.666666666666654
survival_time_mean13.94666666666665
survival_time_min8.566666666666647
traveled_tiles_max18
traveled_tiles_mean17.4
traveled_tiles_median18
traveled_tiles_min15
valid_direction_max0.699999999999999
valid_direction_mean0.3666666666666659
valid_direction_median0.33333333333333304
valid_direction_min0.06666666666666643
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148201631Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:04:06
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driven_lanedir_median17.994817487906076
deviation-center-line_median0.5954865761080683
in-drivable-lane_median0.09999999999999998


other stats
deviation-center-line_max0.6492890223649384
deviation-center-line_mean0.3841135758762597
deviation-center-line_min0.022441829185396764
deviation-heading_max1.9267844524836144
deviation-heading_mean1.2049453350211077
deviation-heading_median1.685060382728023
deviation-heading_min0.2174028510376239
driven_any_max18.79579633180467
driven_any_mean11.576372911333594
driven_any_median18.506774604953986
driven_any_min0.7544971499906579
driven_lanedir_max18.414373729689316
driven_lanedir_mean11.230481765531655
driven_lanedir_min0.6514614637776999
in-drivable-lane_max0.3999999999999995
in-drivable-lane_mean0.13333333333333353
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 18.69717771006793, "driven_lanedir": 17.994817487906076, "in-drivable-lane": 0.3999999999999995, "deviation-heading": 1.9267844524836144, "deviation-center-line": 0.6492890223649384}, "ep001": {"driven_any": 18.79579633180467, "driven_lanedir": 18.414373729689316, "in-drivable-lane": 0.13333333333333475, "deviation-heading": 1.685060382728023, "deviation-center-line": 0.5954865761080683}, "ep002": {"driven_any": 0.7544971499906579, "driven_lanedir": 0.6514614637776999, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.2174028510376239, "deviation-center-line": 0.022441829185396764}, "ep003": {"driven_any": 18.506774604953986, "driven_lanedir": 18.056100329600547, "in-drivable-lane": 0.09999999999999998, "deviation-heading": 1.898749295439188, "deviation-center-line": 0.5963496205698685}, "ep004": {"driven_any": 1.127618759850729, "driven_lanedir": 1.035655816684646, "in-drivable-lane": 0, "deviation-heading": 0.29672969341708993, "deviation-center-line": 0.05700083115302669}}
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148111629Ebert Choquehuanca Perca 🇵🇪Solution templateaido1_luck-v3step1successyesrudolf-80:00:45
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score185.42153302292326


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147861614Alessandro Zanardi 🇨🇭rebalance testaido1_amod_service_quality_r1-v3step1-simulationsuccessyesrudolf-80:05:59
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passedtrue
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147641607Dzenan LapandicPanos rgb inv_kine manualaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:44
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videos1
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147631607Dzenan LapandicPanos rgb inv_kine manualaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median3.5333333333333306


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episodes
details{"ep000": {"nsteps": 107, "reward": -10.852453764632484, "good_angle": 3.806956138475877, "survival_time": 3.566666666666664, "traveled_tiles": 2, "valid_direction": 1.533333333333328}, "ep001": {"nsteps": 122, "reward": -7.742443014677236, "good_angle": 0.14946029719090972, "survival_time": 4.066666666666662, "traveled_tiles": 3, "valid_direction": 0.33333333333333215}, "ep002": {"nsteps": 75, "reward": -12.953725200966, "good_angle": 0.16322537170389315, "survival_time": 2.500000000000001, "traveled_tiles": 2, "valid_direction": 0.33333333333333215}, "ep003": {"nsteps": 104, "reward": -9.214950847403648, "good_angle": 0.14772829859161976, "survival_time": 3.466666666666664, "traveled_tiles": 2, "valid_direction": 0.33333333333333215}, "ep004": {"nsteps": 106, "reward": -9.055529763570652, "good_angle": 0.16069343828793836, "survival_time": 3.5333333333333306, "traveled_tiles": 3, "valid_direction": 0.33333333333333215}}
good_angle_max3.806956138475877
good_angle_mean0.8856127088500475
good_angle_median0.16069343828793836
good_angle_min0.14772829859161976
reward_max-7.742443014677236
reward_mean-9.963820518250005
reward_median-9.214950847403648
reward_min-12.953725200966
survival_time_max4.066666666666662
survival_time_mean3.4266666666666645
survival_time_min2.500000000000001
traveled_tiles_max3
traveled_tiles_mean2.4
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max1.533333333333328
valid_direction_mean0.5733333333333313
valid_direction_median0.33333333333333215
valid_direction_min0.33333333333333215
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147581603Diego Charrez 🇵🇪Tensorflowaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:54
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driven_lanedir_median0.36485542752235656
deviation-center-line_median0.031999599904934825
in-drivable-lane_median0.26666666666666666


other stats
deviation-center-line_max0.08838665136303989
deviation-center-line_mean0.04778205673864441
deviation-center-line_min0.02840514896196433
deviation-heading_max0.3795983418235688
deviation-heading_mean0.24101070172949873
deviation-heading_median0.18581585925790783
deviation-heading_min0.1608641507546084
driven_any_max1.244901706239266
driven_any_mean0.822069699307827
driven_any_median0.7695115224585309
driven_any_min0.5763147502176835
driven_lanedir_max0.9470842844805052
driven_lanedir_mean0.47486246686650374
driven_lanedir_min0.30457646821748807
in-drivable-lane_max0.4
in-drivable-lane_mean0.3
in-drivable-lane_min0.23333333333333336
per-episodes
details{"ep000": {"driven_any": 1.244901706239266, "driven_lanedir": 0.9470842844805052, "in-drivable-lane": 0.23333333333333336, "deviation-heading": 0.3795983418235688, "deviation-center-line": 0.08838665136303989}, "ep001": {"driven_any": 0.8756219395058551, "driven_lanedir": 0.4284213984808032, "in-drivable-lane": 0.4, "deviation-heading": 0.29476267694879565, "deviation-center-line": 0.06087883105275288}, "ep002": {"driven_any": 0.7695115224585309, "driven_lanedir": 0.36485542752235656, "in-drivable-lane": 0.36666666666666664, "deviation-heading": 0.18581585925790783, "deviation-center-line": 0.031999599904934825}, "ep003": {"driven_any": 0.6439985781177999, "driven_lanedir": 0.329374755631366, "in-drivable-lane": 0.26666666666666666, "deviation-heading": 0.18401247986261277, "deviation-center-line": 0.02840514896196433}, "ep004": {"driven_any": 0.5763147502176835, "driven_lanedir": 0.30457646821748807, "in-drivable-lane": 0.23333333333333336, "deviation-heading": 0.1608641507546084, "deviation-center-line": 0.02924005241053015}}
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147461602Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.8550336954593658, "good_angle": 0.72136217188407, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.7666666666666658}, "ep001": {"nsteps": 500, "reward": 0.9513293306231498, "good_angle": 0.283069525460748, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.4666666666666659}, "ep002": {"nsteps": 500, "reward": 1.0108343057334424, "good_angle": 0.3654446214457882, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.5999999999999994}, "ep003": {"nsteps": 500, "reward": 0.9957310269474984, "good_angle": 0.28821902929152815, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.366666666666666}, "ep004": {"nsteps": 500, "reward": 1.0102013454437255, "good_angle": 0.34870424323568555, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.4999999999999998}}
good_angle_max0.72136217188407
good_angle_mean0.401359918263564
good_angle_median0.34870424323568555
good_angle_min0.283069525460748
reward_max1.0108343057334424
reward_mean0.9646259408414364
reward_median0.9957310269474984
reward_min0.8550336954593658
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max18
traveled_tiles_mean18
traveled_tiles_median18
traveled_tiles_min18
valid_direction_max0.7666666666666658
valid_direction_mean0.5399999999999994
valid_direction_median0.4999999999999998
valid_direction_min0.366666666666666
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147371598Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:10:13
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simulation-passed1
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147291596Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:15:46
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simulation-passed1
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147261593Joel Gächter 🇨🇭greedy but lazyaido1_amod_service_quality_r1-v3step2-scoringsuccessyesrudolf-80:00:19
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service_quality-21.222620685952524


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efficiency-35.48516274380861
fleet_size-1000000000
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147251594Joel Gächter 🇨🇭greedy but lazyaido1_amod_fleet_size_r1-v3step2-scoringsuccessyesrudolf-80:00:19
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fleet_size-1000000000


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efficiency-35.48516274380861
service_quality-21.222620685952524
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147181589Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:52
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videos1
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147171589Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median1.2333333333333338


other stats
episodes
details{"ep000": {"nsteps": 28, "reward": -36.62707815798266, "good_angle": 0.5162092773452722, "survival_time": 0.9333333333333332, "traveled_tiles": 2, "valid_direction": 0.3666666666666666}, "ep001": {"nsteps": 239, "reward": -3.2372604832364926, "good_angle": 0.1163012766379315, "survival_time": 7.966666666666648, "traveled_tiles": 15, "valid_direction": 0.1999999999999993}, "ep002": {"nsteps": 10, "reward": -99.60052787587048, "good_angle": 0.04041954078445145, "survival_time": 0.3333333333333333, "traveled_tiles": 2, "valid_direction": 0.13333333333333333}, "ep003": {"nsteps": 37, "reward": -26.308327706681716, "good_angle": 0.1270918972531427, "survival_time": 1.2333333333333338, "traveled_tiles": 3, "valid_direction": 0.2666666666666673}, "ep004": {"nsteps": 54, "reward": -18.07167791713167, "good_angle": 1.9281522778076112, "survival_time": 1.8000000000000025, "traveled_tiles": 5, "valid_direction": 0.5000000000000007}}
good_angle_max1.9281522778076112
good_angle_mean0.5456348539656818
good_angle_median0.1270918972531427
good_angle_min0.04041954078445145
reward_max-3.2372604832364926
reward_mean-36.7689744281806
reward_median-26.308327706681716
reward_min-99.60052787587048
survival_time_max7.966666666666648
survival_time_mean2.4533333333333305
survival_time_min0.3333333333333333
traveled_tiles_max15
traveled_tiles_mean5.4
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max0.5000000000000007
valid_direction_mean0.29333333333333345
valid_direction_median0.2666666666666673
valid_direction_min0.13333333333333333
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147111585Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median11.49999999999997


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episodes
details{"ep000": {"nsteps": 29, "reward": -35.40454623616975, "good_angle": 0.580013934570168, "survival_time": 0.9666666666666666, "traveled_tiles": 2, "valid_direction": 0.3999999999999999}, "ep001": {"nsteps": 500, "reward": 0.9713970402777194, "good_angle": 0.1729497847581493, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.29999999999999893}, "ep002": {"nsteps": 22, "reward": -44.97117441757159, "good_angle": 0.06377338773830116, "survival_time": 0.7333333333333333, "traveled_tiles": 2, "valid_direction": 0.26666666666666666}, "ep003": {"nsteps": 500, "reward": 0.942726952516008, "good_angle": 0.5012356709897704, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.93333333333333}, "ep004": {"nsteps": 345, "reward": -2.0706965296947653, "good_angle": 1.4194582966666254, "survival_time": 11.49999999999997, "traveled_tiles": 18, "valid_direction": 1.3666666666666651}}
good_angle_max1.4194582966666254
good_angle_mean0.5474862149446029
good_angle_median0.5012356709897704
good_angle_min0.06377338773830116
reward_max0.9713970402777194
reward_mean-16.106458638128476
reward_median-2.0706965296947653
reward_min-44.97117441757159
survival_time_max16.666666666666654
survival_time_mean9.306666666666654
survival_time_min0.7333333333333333
traveled_tiles_max18
traveled_tiles_mean11.6
traveled_tiles_median18
traveled_tiles_min2
valid_direction_max1.3666666666666651
valid_direction_mean0.6533333333333321
valid_direction_median0.3999999999999999
valid_direction_min0.26666666666666666
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147061585Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:22
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simulation-passed1
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147051584Yun Chen 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:11
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driven_lanedir_median0.7184621823641697
deviation-center-line_median0.19492024437183653
in-drivable-lane_median0.4333333333333333


other stats
deviation-center-line_max0.3018727868090229
deviation-center-line_mean0.14552162400641097
deviation-center-line_min0
deviation-heading_max1.6568625633851202
deviation-heading_mean0.9317201326846484
deviation-heading_median1.175744363883587
deviation-heading_min0
driven_any_max1.82512077478978
driven_any_mean1.0912377890995268
driven_any_median1.3585798544849812
driven_any_min0.21433524390763117
driven_lanedir_max1.0264858851118346
driven_lanedir_mean0.5182201393080182
driven_lanedir_min0
in-drivable-lane_max1.4999999999999978
in-drivable-lane_mean0.5666666666666662
in-drivable-lane_min0.06666666666666676
per-episodes
details{"ep000": {"driven_any": 0.21433524390763117, "driven_lanedir": 0, "in-drivable-lane": 0.36666666666666664, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 1.82512077478978, "driven_lanedir": 0.7184621823641697, "in-drivable-lane": 1.4999999999999978, "deviation-heading": 1.175744363883587, "deviation-center-line": 0.20378125702869135}, "ep002": {"driven_any": 1.5925637691270282, "driven_lanedir": 1.0264858851118346, "in-drivable-lane": 0.06666666666666676, "deviation-heading": 1.6568625633851202, "deviation-center-line": 0.3018727868090229}, "ep003": {"driven_any": 1.3585798544849812, "driven_lanedir": 0.7565554942400945, "in-drivable-lane": 0.46666666666666623, "deviation-heading": 1.41730190393797, "deviation-center-line": 0.19492024437183653}, "ep004": {"driven_any": 0.465589303188214, "driven_lanedir": 0.08959713482399212, "in-drivable-lane": 0.4333333333333333, "deviation-heading": 0.40869183221656497, "deviation-center-line": 0.02703383182250409}}
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146991582Wei Gao 🇸🇬First trialaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:23
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driven_lanedir_median1.2235918341273897
deviation-center-line_median0.08964286915796686
in-drivable-lane_median0.033333333333333326


other stats
deviation-center-line_max0.795587192671902
deviation-center-line_mean0.25282901197540675
deviation-center-line_min0.02661814690819875
deviation-heading_max2.3281477570008433
deviation-heading_mean0.7666616195157022
deviation-heading_median0.35823940248764785
deviation-heading_min0.08081582538729576
driven_any_max18.934269553234817
driven_any_mean6.061024605134198
driven_any_median1.341520513110933
driven_any_min0.3028714186538383
driven_lanedir_max17.86561441347165
driven_lanedir_mean5.758984220897947
driven_lanedir_min0.29061554491427777
in-drivable-lane_max0.566666666666666
in-drivable-lane_mean0.1399999999999998
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 18.934269553234817, "driven_lanedir": 17.86561441347165, "in-drivable-lane": 0.566666666666666, "deviation-heading": 2.3281477570008433, "deviation-center-line": 0.795587192671902}, "ep001": {"driven_any": 9.175210558649566, "driven_lanedir": 8.881092784957426, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 0.942929747572378, "deviation-center-line": 0.31477709960575595}, "ep002": {"driven_any": 0.5512509820218391, "driven_lanedir": 0.5340065270189873, "in-drivable-lane": 0, "deviation-heading": 0.1231753651303463, "deviation-center-line": 0.037519751533210285}, "ep003": {"driven_any": 1.341520513110933, "driven_lanedir": 1.2235918341273897, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.35823940248764785, "deviation-center-line": 0.08964286915796686}, "ep004": {"driven_any": 0.3028714186538383, "driven_lanedir": 0.29061554491427777, "in-drivable-lane": 0, "deviation-heading": 0.08081582538729576, "deviation-center-line": 0.02661814690819875}}
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146941583Diego Charrez 🇵🇪Tensorflowaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:36
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other stats
videos1
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146921583Diego Charrez 🇵🇪Tensorflowaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median0.8666666666666666


other stats
episodes
details{"ep000": {"nsteps": 28, "reward": -36.14871219109877, "good_angle": 0.44482356119721345, "survival_time": 0.9333333333333332, "traveled_tiles": 2, "valid_direction": 0.49999999999999994}, "ep001": {"nsteps": 26, "reward": -37.86784119130327, "good_angle": 0.2603269608195859, "survival_time": 0.8666666666666666, "traveled_tiles": 2, "valid_direction": 0.33333333333333326}, "ep002": {"nsteps": 47, "reward": -20.929836125118022, "good_angle": 0.22610658914739745, "survival_time": 1.5666666666666682, "traveled_tiles": 3, "valid_direction": 0.8000000000000009}, "ep003": {"nsteps": 10, "reward": -99.7457776978612, "good_angle": 0.09025168299487214, "survival_time": 0.3333333333333333, "traveled_tiles": 1, "valid_direction": 0.13333333333333333}, "ep004": {"nsteps": 14, "reward": -71.15732344838658, "good_angle": 0.06370559463886685, "survival_time": 0.4666666666666666, "traveled_tiles": 1, "valid_direction": 0.1333333333333333}}
good_angle_max0.44482356119721345
good_angle_mean0.2170428777595871
good_angle_median0.22610658914739745
good_angle_min0.06370559463886685
reward_max-20.929836125118022
reward_mean-53.169898130753566
reward_median-37.86784119130327
reward_min-99.7457776978612
survival_time_max1.5666666666666682
survival_time_mean0.8333333333333336
survival_time_min0.3333333333333333
traveled_tiles_max3
traveled_tiles_mean1.8
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max0.8000000000000009
valid_direction_mean0.38000000000000017
valid_direction_median0.33333333333333326
valid_direction_min0.1333333333333333
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146911583Diego Charrez 🇵🇪Tensorflowaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:01:07
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simulation-passed1
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146811577Joel Gächter 🇨🇭reworkaido1_amod_service_quality_r1-v3step1-simulationsuccessyesrudolf-80:03:25
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passedtrue
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146751576Joel Gächter 🇨🇭improved defaultaido1_amod_service_quality_r1-v3step2-scoringsuccessyesrudolf-80:00:19
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service_quality-63.629540748748745


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efficiency-170.6818029949954
fleet_size-1000000000
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146721574Joel Gächter 🇨🇭randomaido1_amod_service_quality_r1-v3step1-simulationsuccessyesrudolf-80:03:54
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passedtrue
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146661570Joel Gächter 🇨🇭test submissionaido1_amod_service_quality_r1-v3step1-simulationsuccessyesrudolf-80:03:31
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passedtrue
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146611565Joel Gächter 🇨🇭test submissionaido1_amod_service_quality_r1-v3step1-simulationerroryesrudolf-80:30:32
Timeout: Waited 180 [...]
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Waited 1800.85921001 for container to finish. Giving up. 
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146381553Joel Gächter 🇨🇭test submissionaido1_amod_service_quality_r1-v3step1-simulationerroryesrudolf-80:30:34
Timeout: Waited 180 [...]
Timeout:

Waited 1800.01989102 for container to finish. Giving up. 
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146301549Mikita Sazanovich 🇷🇺JetBrains Researchaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.47674335370399057, "good_angle": 3.4548818159340935, "survival_time": 16.666666666666654, "traveled_tiles": 15, "valid_direction": 5.400000000000006}, "ep001": {"nsteps": 500, "reward": 0.4403281040936709, "good_angle": 8.963569320437404, "survival_time": 16.666666666666654, "traveled_tiles": 14, "valid_direction": 4.499999999999995}, "ep002": {"nsteps": 500, "reward": 0.44621544793248175, "good_angle": 11.527912123525695, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 4.766666666666661}, "ep003": {"nsteps": 91, "reward": -11.188452789252931, "good_angle": 3.532710296415491, "survival_time": 3.0333333333333323, "traveled_tiles": 2, "valid_direction": 1.4666666666666646}, "ep004": {"nsteps": 500, "reward": 0.3590150047633797, "good_angle": 15.85430739321082, "survival_time": 16.666666666666654, "traveled_tiles": 3, "valid_direction": 6.166666666666654}}
good_angle_max15.85430739321082
good_angle_mean8.666676189904702
good_angle_median8.963569320437404
good_angle_min3.4548818159340935
reward_max0.47674335370399057
reward_mean-1.8932301757518817
reward_median0.4403281040936709
reward_min-11.188452789252931
survival_time_max16.666666666666654
survival_time_mean13.939999999999989
survival_time_min3.0333333333333323
traveled_tiles_max15
traveled_tiles_mean8.6
traveled_tiles_median9
traveled_tiles_min2
valid_direction_max6.166666666666654
valid_direction_mean4.4599999999999955
valid_direction_median4.766666666666661
valid_direction_min1.4666666666666646
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146151544Zhenming Yang 🇨🇳Tensorflow templateaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:00:49
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videos1
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146141544Zhenming Yang 🇨🇳Tensorflow templateaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median1.8000000000000025


other stats
episodes
details{"ep000": {"nsteps": 193, "reward": -6.144103680790397, "good_angle": 11.573816611432456, "survival_time": 6.43333333333332, "traveled_tiles": 7, "valid_direction": 2.233333333333328}, "ep001": {"nsteps": 32, "reward": -30.750716272741556, "good_angle": 0.0973428904714308, "survival_time": 1.0666666666666669, "traveled_tiles": 2, "valid_direction": 0.1333333333333334}, "ep002": {"nsteps": 149, "reward": -6.177615914868828, "good_angle": 0.22296125172437437, "survival_time": 4.966666666666659, "traveled_tiles": 6, "valid_direction": 0.43333333333333246}, "ep003": {"nsteps": 54, "reward": -18.056676765282948, "good_angle": 0.08162117884436923, "survival_time": 1.8000000000000025, "traveled_tiles": 2, "valid_direction": 0.10000000000000032}, "ep004": {"nsteps": 36, "reward": -27.414633221613865, "good_angle": 0.13930225705344715, "survival_time": 1.2000000000000004, "traveled_tiles": 2, "valid_direction": 0.23333333333333384}}
good_angle_max11.573816611432456
good_angle_mean2.4230088379052157
good_angle_median0.13930225705344715
good_angle_min0.08162117884436923
reward_max-6.144103680790397
reward_mean-17.70874917105952
reward_median-18.056676765282948
reward_min-30.750716272741556
survival_time_max6.43333333333332
survival_time_mean3.0933333333333297
survival_time_min1.0666666666666669
traveled_tiles_max7
traveled_tiles_mean3.8
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max2.233333333333328
valid_direction_mean0.6266666666666656
valid_direction_median0.23333333333333384
valid_direction_min0.10000000000000032
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146111543Zhenming Yang 🇨🇳Tensorflow templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:02:21
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simulation-passed1
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146021534Guoxiang ZhouRandom executionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:00
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driven_lanedir_median0.4778915485878703
deviation-center-line_median0.09533943339375978
in-drivable-lane_median0


other stats
deviation-center-line_max0.2572242886732392
deviation-center-line_mean0.12153561826652104
deviation-center-line_min0.016139905802929937
deviation-heading_max0.9804686780803608
deviation-heading_mean0.35645323324754996
deviation-heading_median0.19855754343704143
deviation-heading_min0.11140839597818623
driven_any_max1.1023178026863865
driven_any_mean0.7710557448917337
driven_any_median0.8067561110731605
driven_any_min0.4184571340133775
driven_lanedir_max1.0395851266305445
driven_lanedir_mean0.5022901333108649
driven_lanedir_min0.004208974920949071
in-drivable-lane_max2.4333333333333345
in-drivable-lane_mean0.5200000000000002
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.1023178026863865, "driven_lanedir": 0.004208974920949071, "in-drivable-lane": 2.4333333333333345, "deviation-heading": 0.3546804947329564, "deviation-center-line": 0.016139905802929937}, "ep001": {"driven_any": 0.4816409898867229, "driven_lanedir": 0.4778915485878703, "in-drivable-lane": 0, "deviation-heading": 0.13715105400920474, "deviation-center-line": 0.09533943339375978}, "ep002": {"driven_any": 0.8067561110731605, "driven_lanedir": 0.5744296091353056, "in-drivable-lane": 0.16666666666666685, "deviation-heading": 0.9804686780803608, "deviation-center-line": 0.1524561222751519}, "ep003": {"driven_any": 0.4184571340133775, "driven_lanedir": 0.41533540727965534, "in-drivable-lane": 0, "deviation-heading": 0.11140839597818623, "deviation-center-line": 0.08651834118752444}, "ep004": {"driven_any": 1.0461066867990214, "driven_lanedir": 1.0395851266305445, "in-drivable-lane": 0, "deviation-heading": 0.19855754343704143, "deviation-center-line": 0.2572242886732392}}
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146001534Guoxiang ZhouRandom executionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median1.9666666666666697


other stats
episodes
details{"ep000": {"nsteps": 81, "reward": -13.230867336791606, "good_angle": 1.342931732323639, "survival_time": 2.7, "traveled_tiles": 2, "valid_direction": 0.9666666666666648}, "ep001": {"nsteps": 37, "reward": -26.63681071825527, "good_angle": 0.019257466195883175, "survival_time": 1.2333333333333338, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 59, "reward": -16.257294774465894, "good_angle": 0.4417592537960227, "survival_time": 1.9666666666666697, "traveled_tiles": 2, "valid_direction": 0.6666666666666687}, "ep003": {"nsteps": 32, "reward": -30.88632849161513, "good_angle": 0.015564645056770255, "survival_time": 1.0666666666666669, "traveled_tiles": 1, "valid_direction": 0}, "ep004": {"nsteps": 78, "reward": -12.709881521045016, "good_angle": 0.16609752435967287, "survival_time": 2.6000000000000005, "traveled_tiles": 3, "valid_direction": 0.5666666666666647}}
good_angle_max1.342931732323639
good_angle_mean0.3971221243463976
good_angle_median0.16609752435967287
good_angle_min0.015564645056770255
reward_max-12.709881521045016
reward_mean-19.944236568434583
reward_median-16.257294774465894
reward_min-30.88632849161513
survival_time_max2.7
survival_time_mean1.913333333333334
survival_time_min1.0666666666666669
traveled_tiles_max3
traveled_tiles_mean2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max0.9666666666666648
valid_direction_mean0.43999999999999967
valid_direction_median0.5666666666666647
valid_direction_min0
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145981533Joel Gächter 🇨🇭tests submissionaido1_amod_service_quality_r1-v3step1-simulationfailedyesrudolf-80:02:46
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/amod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/amod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/amod/target/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "/project/solution.py", line 13, in run
    aidoGuest.run()
  File "/project/src/AidoGuest.py", line 62, in run
    command = dispatchingLogic.of(status)
  File "/project/src/DispatchingLogic.py", line 48, in of
    e.args += (status)
TypeError: can only concatenate tuple (not "list") to tuple


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145961531Guoxiang ZhouSolution templateaido1_luck-v3step1successyesrudolf-80:00:38
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score175.20883430860962


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145881525Tri Cao 🇺🇸Baseline solution using imitation learning from logsaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:20
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survival_time_median0.6666666666666666


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.7574063981191721, "good_angle": 13.54974647199743, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.93333333333332}, "ep001": {"nsteps": 20, "reward": -50.82865279605612, "good_angle": 0.7390907087809937, "survival_time": 0.6666666666666666, "traveled_tiles": 1, "valid_direction": 0.5999999999999999}, "ep002": {"nsteps": 26, "reward": -39.45600929369147, "good_angle": 0.8272566242754488, "survival_time": 0.8666666666666666, "traveled_tiles": 1, "valid_direction": 0.7333333333333332}, "ep003": {"nsteps": 17, "reward": -59.27028615044101, "good_angle": 0.5964060624594772, "survival_time": 0.5666666666666667, "traveled_tiles": 1, "valid_direction": 0.4666666666666666}, "ep004": {"nsteps": 14, "reward": -71.48641720214593, "good_angle": 0.33251005804770073, "survival_time": 0.4666666666666666, "traveled_tiles": 2, "valid_direction": 0.3666666666666666}}
good_angle_max13.54974647199743
good_angle_mean3.2090019851122102
good_angle_median0.7390907087809937
good_angle_min0.33251005804770073
reward_max-0.7574063981191721
reward_mean-44.35975436809075
reward_median-50.82865279605612
reward_min-71.48641720214593
survival_time_max16.666666666666654
survival_time_mean3.846666666666664
survival_time_min0.4666666666666666
traveled_tiles_max2
traveled_tiles_mean1.4
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max12.93333333333332
valid_direction_mean3.019999999999997
valid_direction_median0.5999999999999999
valid_direction_min0.3666666666666666
No reset possible
145871526Ka Lok NgPyTorch DDPG templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:32
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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145771521Tri Cao 🇺🇸Tensorflow templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:25
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survival_time_median9.099999999999978


other stats
episodes
details{"ep000": {"nsteps": 257, "reward": -3.27346678939195, "good_angle": 0.8245553352221447, "survival_time": 8.566666666666647, "traveled_tiles": 9, "valid_direction": 1.2333333333333307}, "ep001": {"nsteps": 391, "reward": -1.9065794788510595, "good_angle": 1.0015662007594794, "survival_time": 13.033333333333298, "traveled_tiles": 16, "valid_direction": 1.899999999999995}, "ep002": {"nsteps": 398, "reward": -1.871475544051459, "good_angle": 0.913577398677296, "survival_time": 13.26666666666663, "traveled_tiles": 14, "valid_direction": 1.6333333333333284}, "ep003": {"nsteps": 273, "reward": -2.926120025771005, "good_angle": 0.6797710318323522, "survival_time": 9.099999999999978, "traveled_tiles": 9, "valid_direction": 1.0333333333333303}, "ep004": {"nsteps": 73, "reward": -13.197698544525888, "good_angle": 0.5991907248511367, "survival_time": 2.4333333333333345, "traveled_tiles": 2, "valid_direction": 0.6999999999999991}}
good_angle_max1.0015662007594794
good_angle_mean0.8037321382684818
good_angle_median0.8245553352221447
good_angle_min0.5991907248511367
reward_max-1.871475544051459
reward_mean-4.635068076518271
reward_median-2.926120025771005
reward_min-13.197698544525888
survival_time_max13.26666666666663
survival_time_mean9.279999999999978
survival_time_min2.4333333333333345
traveled_tiles_max16
traveled_tiles_mean10
traveled_tiles_median9
traveled_tiles_min2
valid_direction_max1.899999999999995
valid_direction_mean1.2999999999999967
valid_direction_median1.2333333333333307
valid_direction_min0.6999999999999991
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145681520Tri Cao 🇺🇸Tensorflow templateaido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:01:32
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other stats
simulation-passed1
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145621510Tri Cao 🇺🇸Baseline solution using imitation learning from logsaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:55
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driven_lanedir_median0.1846272175478103
deviation-center-line_median0.06513063664072113
in-drivable-lane_median0


other stats
deviation-center-line_max0.08012935712007634
deviation-center-line_mean0.06772462386671893
deviation-center-line_min0.06234815194448376
deviation-heading_max0.9105090866557356
deviation-heading_mean0.379095998690126
deviation-heading_median0.2685791617241649
deviation-heading_min0.16904920709008106
driven_any_max0.5353699037434768
driven_any_mean0.27635619949101536
driven_any_median0.20581009590387925
driven_any_min0.18308587695868392
driven_lanedir_max0.2327608746296073
driven_lanedir_mean0.17329789800310885
driven_lanedir_min0.08678254910678573
in-drivable-lane_max0.9333333333333332
in-drivable-lane_mean0.18666666666666665
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.5353699037434768, "driven_lanedir": 0.08678254910678573, "in-drivable-lane": 0.9333333333333332, "deviation-heading": 0.9105090866557356, "deviation-center-line": 0.08012935712007634}, "ep001": {"driven_any": 0.2034700215072413, "driven_lanedir": 0.1846272175478103, "in-drivable-lane": 0, "deviation-heading": 0.2685791617241649, "deviation-center-line": 0.06322842654394732}, "ep002": {"driven_any": 0.2540450993417956, "driven_lanedir": 0.2327608746296073, "in-drivable-lane": 0, "deviation-heading": 0.29743705203376286, "deviation-center-line": 0.06234815194448376}, "ep003": {"driven_any": 0.20581009590387925, "driven_lanedir": 0.1888105291361104, "in-drivable-lane": 0, "deviation-heading": 0.2499054859468857, "deviation-center-line": 0.06778654708436609}, "ep004": {"driven_any": 0.18308587695868392, "driven_lanedir": 0.1735083195952305, "in-drivable-lane": 0, "deviation-heading": 0.16904920709008106, "deviation-center-line": 0.06513063664072113}}
No reset possible
145521513Ka Lok NgPyTorch DDPG templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:30
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

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145471511Ka Lok NgPyTorch DDPG templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:35
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

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145351503Ka Lok NgPyTorch DDPG templateaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:47
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 104, in run
    solve(params, cis)
  File "solution.py", line 52, in solve
    model = DDPG(state_dim=env.observation_space.shape, action_dim=2, max_action=1, net_type="cnn")
TypeError: __init__() takes at least 6 arguments (5 given)


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145231496Mikita Sazanovich 🇷🇺JetBrains Researchaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:06:21
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driven_lanedir_median14.69323178204064
deviation-center-line_median0.9382381872646012
in-drivable-lane_median1.9999999999999944


other stats
deviation-center-line_max1.0064509395128902
deviation-center-line_mean0.9132053619453404
deviation-center-line_min0.8297765787939259
deviation-heading_max5.087749266290528
deviation-heading_mean4.03633705211186
deviation-heading_median3.8162143808001447
deviation-heading_min3.514304864289432
driven_any_max17.922411773236078
driven_any_mean17.177949656304655
driven_any_median17.370846352640893
driven_any_min16.080869592730302
driven_lanedir_max15.424590404913884
driven_lanedir_mean14.361205215456987
driven_lanedir_min13.396387664438532
in-drivable-lane_max2.8999999999999906
in-drivable-lane_mean1.9933333333333296
in-drivable-lane_min1.4666666666666652
per-episodes
details{"ep000": {"driven_any": 17.884751067775518, "driven_lanedir": 14.69323178204064, "in-drivable-lane": 2.1333333333333275, "deviation-heading": 3.760191736557519, "deviation-center-line": 0.8297765787939259}, "ep001": {"driven_any": 17.922411773236078, "driven_lanedir": 15.424590404913884, "in-drivable-lane": 1.4666666666666652, "deviation-heading": 3.8162143808001447, "deviation-center-line": 1.0064509395128902}, "ep002": {"driven_any": 17.370846352640893, "driven_lanedir": 14.892728936533992, "in-drivable-lane": 1.4666666666666688, "deviation-heading": 4.003225012621679, "deviation-center-line": 0.9382381872646012}, "ep003": {"driven_any": 16.630869495140498, "driven_lanedir": 13.399087289357894, "in-drivable-lane": 1.9999999999999944, "deviation-heading": 5.087749266290528, "deviation-center-line": 0.9450582636777758}, "ep004": {"driven_any": 16.080869592730302, "driven_lanedir": 13.396387664438532, "in-drivable-lane": 2.8999999999999906, "deviation-heading": 3.514304864289432, "deviation-center-line": 0.8465028404775085}}
No reset possible
145031491Zhenming Yang 🇨🇳Tensorflow templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:02:38
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other stats
simulation-passed1
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144801481shandonguniversity &&Inspur 🇨🇳Nvidia CNNaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:00
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driven_lanedir_median-0.02224635332038316
deviation-center-line_median0.005519627355163419
in-drivable-lane_median1.9666666666666688


other stats
deviation-center-line_max1.0952375437828248
deviation-center-line_mean0.25397255053350065
deviation-center-line_min0.0016557031709663343
deviation-heading_max2.3450658647822373
deviation-heading_mean0.6908375958200769
deviation-heading_median0.08970785290292499
deviation-heading_min0.07838763421317246
driven_any_max7.825937992541117
driven_any_mean3.056967148176578
driven_any_median1.1712334450306658
driven_any_min0.9902330309498452
driven_lanedir_max0.8572203438470103
driven_lanedir_mean0.15908153459057392
driven_lanedir_min-0.02720112841212208
in-drivable-lane_max7.266666666666651
in-drivable-lane_mean3.893333333333328
in-drivable-lane_min1.7333333333333356
per-episodes
details{"ep000": {"driven_any": 7.825937992541117, "driven_lanedir": 0.8572203438470103, "in-drivable-lane": 7.266666666666651, "deviation-heading": 2.3450658647822373, "deviation-center-line": 1.0952375437828248}, "ep001": {"driven_any": 4.204942845086118, "driven_lanedir": 0.012895485979613763, "in-drivable-lane": 6.699999999999985, "deviation-heading": 0.8581177389868336, "deviation-center-line": 0.16484810502892144}, "ep002": {"driven_any": 1.1712334450306658, "driven_lanedir": -0.02720112841212208, "in-drivable-lane": 1.9666666666666688, "deviation-heading": 0.07838763421317246, "deviation-center-line": 0.0016557031709663343}, "ep003": {"driven_any": 1.0924884272751414, "driven_lanedir": -0.02224635332038316, "in-drivable-lane": 1.8000000000000025, "deviation-heading": 0.08970785290292499, "deviation-center-line": 0.0026017733296273293}, "ep004": {"driven_any": 0.9902330309498452, "driven_lanedir": -0.02526067514124919, "in-drivable-lane": 1.7333333333333356, "deviation-heading": 0.08290888821521611, "deviation-center-line": 0.005519627355163419}}
No reset possible
144791481shandonguniversity &&Inspur 🇨🇳Nvidia CNNaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:58
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other stats
videos1
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144641477Diego Charrez 🇵🇪Tensorflowaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:01:48
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other stats
simulation-passed1
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144591472Gwanghyeon JiPyTorch Rainbow by KarlJiaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:01:52
InvalidEvaluator: Tr [...]
InvalidEvaluator:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 488, in wrap_evaluator
    evaluator.score(cie)
  File "eval.py", line 97, in score
    raise dc.InvalidEvaluator(msg)
InvalidEvaluator: Gym exited with code 2
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144511464Gwanghyeon JiPyTorch Rainbow by KarlJiaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:42
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 259, in run
    solve(params, cis)
  File "solution.py", line 202, in solve
    Variable(storage.current_obs())
  File "/workspace/model_obs_correction.py", line 114, in act
    dist = self.forward(observations)
  File "/workspace/model_obs_correction.py", line 45, in forward
    x = self.conv1(observations).cuda()
RuntimeError: cuda runtime error (35) : CUDA driver version is insufficient for CUDA runtime version at /tmp/pip-req-build-vRRdPa/aten/src/THC/THCGeneral.cpp:74


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144381451Gwanghyeon JiPyTorch Rainbow by KarlJiaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:39
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 239, in run
    solve(params, cis)
  File "solution.py", line 120, in solve
    storage = Storage(args.num_stack, obs_shape)
  File "solution.py", line 24, in __init__
    self.observations = torch.zeros(num_stack, *obs_shape).cuda()
RuntimeError: cuda runtime error (35) : CUDA driver version is insufficient for CUDA runtime version at /tmp/pip-req-build-vRRdPa/aten/src/THC/THCGeneral.cpp:74


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144361449Gwanghyeon JiPyTorch Rainbow by KarlJiaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:40
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 239, in run
    solve(params, cis)
  File "solution.py", line 114, in solve
    env = ScaleObservations(env)
NameError: global name 'ScaleObservations' is not defined


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144311440Rumpel Stilzchen 🇩🇪Mein erster Zauberspruchaido1_amod_efficiency_r1-v3step2-scoringsuccessyesrudolf-80:00:19
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efficiency-64.93095014678276


other stats
fleet_size-1000000000
service_quality-32.57710753669555
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144171434Gwanghyeon JiPyTorch Rainbow by KarlJiaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:33
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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144091426Gwanghyeon JiPyTorch templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:33
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

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144011418Gwanghyeon JiPyTorch templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:33
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

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143971415Gwanghyeon JiPyTorch templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:43
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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143861404Gwanghyeon JiPyTorch templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:43
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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143651392Inspur- team 🇨🇳Nvidia CNNaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:39
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 101, in run
    solve(params, cis)  # let's try to solve the challenge,
  File "solution.py", line 55, in solve
    observation = check_valid_observations(observation)
  File "solution.py", line 21, in check_valid_observations
    observations = cv.cvtColor(src=observations, code=cv.COLOR_RGB2BGR)
error: /build/opencv-ys8xiq/opencv-2.4.9.1+dfsg/modules/imgproc/src/color.cpp:3648: error: (-215) scn == 3 || scn == 4 in function cvtColor



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143591389Mikita Sazanovich 🇷🇺JetBrains Researchaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:03:18
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driven_lanedir_median11.199218044601333
deviation-center-line_median0.6698504493927244
in-drivable-lane_median0.9666666666666632


other stats
deviation-center-line_max1.095783572249344
deviation-center-line_mean0.6537663140768183
deviation-center-line_min0.09545458840991897
deviation-heading_max4.693769288685692
deviation-heading_mean2.4969540450631267
deviation-heading_median2.755993233566226
deviation-heading_min0.37594490022614657
driven_any_max17.013521519600182
driven_any_mean11.704852372016209
driven_any_median12.64337909775766
driven_any_min2.0048862032689616
driven_lanedir_max14.419124601120352
driven_lanedir_mean10.14211143301642
driven_lanedir_min1.6752112728597504
in-drivable-lane_max2.5666666666666593
in-drivable-lane_mean1.1999999999999973
in-drivable-lane_min0.33333333333333415
per-episodes
details{"ep000": {"driven_any": 10.146250809233033, "driven_lanedir": 9.219869212862132, "in-drivable-lane": 0.9666666666666632, "deviation-heading": 1.221461672532027, "deviation-center-line": 0.4966565917440947}, "ep001": {"driven_any": 16.71622423022121, "driven_lanedir": 14.197134033638536, "in-drivable-lane": 2.5666666666666593, "deviation-heading": 3.437601130305543, "deviation-center-line": 0.9110863685880096}, "ep002": {"driven_any": 12.64337909775766, "driven_lanedir": 11.199218044601333, "in-drivable-lane": 0.8333333333333304, "deviation-heading": 2.755993233566226, "deviation-center-line": 0.6698504493927244}, "ep003": {"driven_any": 17.013521519600182, "driven_lanedir": 14.419124601120352, "in-drivable-lane": 1.2999999999999998, "deviation-heading": 4.693769288685692, "deviation-center-line": 1.095783572249344}, "ep004": {"driven_any": 2.0048862032689616, "driven_lanedir": 1.6752112728597504, "in-drivable-lane": 0.33333333333333415, "deviation-heading": 0.37594490022614657, "deviation-center-line": 0.09545458840991897}}
No reset possible
143581389Mikita Sazanovich 🇷🇺JetBrains Researchaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:29
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other stats
videos1
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143571389Mikita Sazanovich 🇷🇺JetBrains Researchaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median11.866666666666635


other stats
episodes
details{"ep000": {"nsteps": 280, "reward": -3.2886391638245964, "good_angle": 5.241493482693329, "survival_time": 9.33333333333331, "traveled_tiles": 15, "valid_direction": 1.2666666666666622}, "ep001": {"nsteps": 500, "reward": 0.09924769550003112, "good_angle": 16.022971873124867, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 4.633333333333321}, "ep002": {"nsteps": 356, "reward": -2.5416287646702167, "good_angle": 6.704586592833091, "survival_time": 11.866666666666635, "traveled_tiles": 9, "valid_direction": 2.499999999999991}, "ep003": {"nsteps": 500, "reward": 0.17594818041473628, "good_angle": 15.12882695751141, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 5.299999999999988}, "ep004": {"nsteps": 61, "reward": -16.619610635472124, "good_angle": 2.0930744251816815, "survival_time": 2.033333333333336, "traveled_tiles": 3, "valid_direction": 0.5000000000000011}}
good_angle_max16.022971873124867
good_angle_mean9.038190666268877
good_angle_median6.704586592833091
good_angle_min2.0930744251816815
reward_max0.17594818041473628
reward_mean-4.434936537610434
reward_median-2.5416287646702167
reward_min-16.619610635472124
survival_time_max16.666666666666654
survival_time_mean11.31333333333332
survival_time_min2.033333333333336
traveled_tiles_max18
traveled_tiles_mean9.8
traveled_tiles_median9
traveled_tiles_min3
valid_direction_max5.299999999999988
valid_direction_mean2.8399999999999928
valid_direction_median2.499999999999991
valid_direction_min0.5000000000000011
No reset possible
143561389Mikita Sazanovich 🇷🇺JetBrains Researchaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:17
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other stats
simulation-passed1
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143551388Tsz Fung Yip 🇭🇰Solution templateaido1_luck-v3step1successyesrudolf-80:00:49
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score125.560619973142337


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143511387Mikita Sazanovich 🇷🇺JetBrains Researchaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:07:37
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other stats
simulation-passed1
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143231378Petra Csereoka 🇷🇴Tensorflow templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:03:15
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driven_lanedir_median4.860168747083806
deviation-center-line_median0.5177261330238835
in-drivable-lane_median0.5000000000000007


other stats
deviation-center-line_max0.9871675545715244
deviation-center-line_mean0.5324138078256986
deviation-center-line_min0.17881747384937827
deviation-heading_max2.9948998980375268
deviation-heading_mean2.1226150535590556
deviation-heading_median2.1908094437128325
deviation-heading_min1.087158950713311
driven_any_max8.626687596743585
driven_any_mean5.398822816088453
driven_any_median5.7543979785933415
driven_any_min1.2714029240497298
driven_lanedir_max7.955102455468161
driven_lanedir_mean4.719230857114978
driven_lanedir_min1.1094450122785178
in-drivable-lane_max1.2333333333333318
in-drivable-lane_mean0.6266666666666663
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.803722363200518, "driven_lanedir": 4.860168747083806, "in-drivable-lane": 1.033333333333332, "deviation-heading": 2.1908094437128325, "deviation-center-line": 0.5177261330238835}, "ep001": {"driven_any": 5.537903217855085, "driven_lanedir": 4.575171984923749, "in-drivable-lane": 1.2333333333333318, "deviation-heading": 2.0604453764787127, "deviation-center-line": 0.4536673648475869}, "ep002": {"driven_any": 8.626687596743585, "driven_lanedir": 7.955102455468161, "in-drivable-lane": 0.366666666666666, "deviation-heading": 2.9948998980375268, "deviation-center-line": 0.9871675545715244}, "ep003": {"driven_any": 5.7543979785933415, "driven_lanedir": 5.096266085820653, "in-drivable-lane": 0.5000000000000007, "deviation-heading": 2.2797615988528945, "deviation-center-line": 0.5246905128361194}, "ep004": {"driven_any": 1.2714029240497298, "driven_lanedir": 1.1094450122785178, "in-drivable-lane": 0, "deviation-heading": 1.087158950713311, "deviation-center-line": 0.17881747384937827}}
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143221378Petra Csereoka 🇷🇴Tensorflow templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:08
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videos1
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142691345Andreas Aumillertest_runaido1_amod_efficiency_r1-v3step1-simulationsuccessyesrudolf-80:02:55
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passedtrue
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142671343Andreas Aumillertest_runaido1_amod_service_quality_r1-v3step2-scoringsuccessyesrudolf-80:00:18
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service_quality-20.936885545904772


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efficiency-35.055102183616974
fleet_size-1000000000
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142541334Inspur- team 🇨🇳Nvidia CNNaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:30
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 101, in run
    solve(params, cis)  # let's try to solve the challenge,
  File "solution.py", line 51, in solve
    env = gym.make(params['env'])
  File "/usr/local/lib/python2.7/dist-packages/gym/envs/registration.py", line 167, in make
    return registry.make(id)
  File "/usr/local/lib/python2.7/dist-packages/gym/envs/registration.py", line 119, in make
    env = spec.make()
  File "/usr/local/lib/python2.7/dist-packages/gym/envs/registration.py", line 85, in make
    cls = load(self._entry_point)
  File "/usr/local/lib/python2.7/dist-packages/gym/envs/registration.py", line 14, in load
    result = entry_point.load(False)
  File "/usr/local/lib/python2.7/dist-packages/pkg_resources/__init__.py", line 2322, in load
    return self.resolve()
  File "/usr/local/lib/python2.7/dist-packages/pkg_resources/__init__.py", line 2328, in resolve
    module = __import__(self.module_name, fromlist=['__name__'], level=0)
  File "/notebooks/src/gym-duckietown-agent/gym_duckietown_agent/envs/__init__.py", line 1, in <module>
    from gym_duckietown_agent.envs.simplesimagent_env import SimpleSimAgentEnv
  File "/notebooks/src/gym-duckietown-agent/gym_duckietown_agent/envs/simplesimagent_env.py", line 4, in <module>
    from duckietown_slimremote.pc.robot import RemoteRobot
  File "/notebooks/src/duckietown-slimremote/duckietown_slimremote/__init__.py", line 8, in <module>
    e
NameError: name 'e' is not defined


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142491330Dzenan LapandicLFV bd testaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:01:05
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videos1
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14232173Bhairav MehtaROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:36
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Env Duckietown-Lf-Lfv-Navv-Silent-v1 not found (valid versions include ['Duckietown-Lf-Lfv-Navv-Silent-v0'])
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14231179Bhairav MehtaROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:42
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Env Duckietown-Lf-Lfv-Navv-Silent-v1 not found (valid versions include ['Duckietown-Lf-Lfv-Navv-Silent-v0'])
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14215764Mikita Sazanovich 🇷🇺RL solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:04:10
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driven_lanedir_median5.436696399419386
deviation-center-line_median0.9950170618728128
in-drivable-lane_median0.6666666666666643


other stats
deviation-center-line_max1.358878833203054
deviation-center-line_mean0.9869632162101972
deviation-center-line_min0.371439858297804
deviation-heading_max2.588904100819272
deviation-heading_mean2.1680189599896735
deviation-heading_median2.3866263327707844
deviation-heading_min1.3916596748106302
driven_any_max7.925532176036027
driven_any_mean5.6319822193148195
driven_any_median5.879219273345514
driven_any_min1.3068611588565546
driven_lanedir_max7.230468170533104
driven_lanedir_mean4.973895597407028
driven_lanedir_min0.8611164255199184
in-drivable-lane_max2.033333333333326
in-drivable-lane_mean0.9199999999999976
in-drivable-lane_min0.06666666666666643
per-episodes
details{"ep000": {"driven_any": 5.8412418950323355, "driven_lanedir": 4.871156355670257, "in-drivable-lane": 1.333333333333332, "deviation-heading": 2.588904100819272, "deviation-center-line": 0.9417512723689409}, "ep001": {"driven_any": 7.925532176036027, "driven_lanedir": 7.230468170533104, "in-drivable-lane": 0.4999999999999982, "deviation-heading": 1.9854823840666969, "deviation-center-line": 1.358878833203054}, "ep002": {"driven_any": 7.207056593303669, "driven_lanedir": 6.470040635892472, "in-drivable-lane": 0.6666666666666643, "deviation-heading": 2.3866263327707844, "deviation-center-line": 1.2677290553083755}, "ep003": {"driven_any": 5.879219273345514, "driven_lanedir": 5.436696399419386, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 2.4874223074809834, "deviation-center-line": 0.9950170618728128}, "ep004": {"driven_any": 1.3068611588565546, "driven_lanedir": 0.8611164255199184, "in-drivable-lane": 2.033333333333326, "deviation-heading": 1.3916596748106302, "deviation-center-line": 0.371439858297804}}
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142111324Petra Csereoka 🇷🇴Random executionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:40
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videos1
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142101324Petra Csereoka 🇷🇴Random executionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median2.4000000000000012


other stats
episodes
details{"ep000": {"nsteps": 83, "reward": -12.553107348259491, "good_angle": 1.167656209633645, "survival_time": 2.7666666666666666, "traveled_tiles": 2, "valid_direction": 1.2333333333333318}, "ep001": {"nsteps": 72, "reward": -13.50013102666061, "good_angle": 0.026095377661741092, "survival_time": 2.4000000000000012, "traveled_tiles": 3, "valid_direction": 0}, "ep002": {"nsteps": 59, "reward": -16.272483370073488, "good_angle": 0.32494601924759325, "survival_time": 1.9666666666666697, "traveled_tiles": 2, "valid_direction": 0.6000000000000019}, "ep003": {"nsteps": 44, "reward": -22.37597395344214, "good_angle": 0.011289001663385142, "survival_time": 1.466666666666668, "traveled_tiles": 2, "valid_direction": 0}, "ep004": {"nsteps": 84, "reward": -11.908012996072925, "good_angle": 0.36057459624447785, "survival_time": 2.8, "traveled_tiles": 3, "valid_direction": 0.7333333333333307}}
good_angle_max1.167656209633645
good_angle_mean0.3781122408901685
good_angle_median0.32494601924759325
good_angle_min0.011289001663385142
reward_max-11.908012996072925
reward_mean-15.321941738901732
reward_median-13.50013102666061
reward_min-22.37597395344214
survival_time_max2.8
survival_time_mean2.280000000000001
survival_time_min1.466666666666668
traveled_tiles_max3
traveled_tiles_mean2.4
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max1.2333333333333318
valid_direction_mean0.513333333333333
valid_direction_median0.6000000000000019
valid_direction_min0
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142031324Petra Csereoka 🇷🇴Random executionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:01:21
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simulation-passed1
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14197762Mikita Sazanovich 🇷🇺RL solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:37
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_median0.9744160139500758
deviation-center-line_median0.36232072937209464
in-drivable-lane_median0.09999999999999964


other stats
deviation-center-line_max0.806433799292772
deviation-center-line_mean0.4389539771926216
deviation-center-line_min0.26347216199831425
deviation-heading_max1.563895564180461
deviation-heading_mean1.202403397438684
deviation-heading_median1.3888075601707277
deviation-heading_min0.8082563187680285
driven_any_max2.9922969174849823
driven_any_mean1.671480879942628
driven_any_median1.237246371707517
driven_any_min1.0751234609537608
driven_lanedir_max2.8628889950980017
driven_lanedir_mean1.42847070521009
driven_lanedir_min0.7463104980831743
in-drivable-lane_max13.299999999999994
in-drivable-lane_mean3.1999999999999966
in-drivable-lane_min0.06666666666666643
per-episodes
details{"ep000": {"driven_any": 1.0751234609537608, "driven_lanedir": 0.7463104980831743, "in-drivable-lane": 13.299999999999994, "deviation-heading": 1.563895564180461, "deviation-center-line": 0.34523774179697864}, "ep001": {"driven_any": 2.9922969174849823, "driven_lanedir": 2.8628889950980017, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 0.8315683860507548, "deviation-center-line": 0.806433799292772}, "ep002": {"driven_any": 1.824284246411582, "driven_lanedir": 1.7010730314779114, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 0.8082563187680285, "deviation-center-line": 0.4173054535029483}, "ep003": {"driven_any": 1.228453403155298, "driven_lanedir": 0.9744160139500758, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 1.3888075601707277, "deviation-center-line": 0.36232072937209464}, "ep004": {"driven_any": 1.237246371707517, "driven_lanedir": 0.8576649874412874, "in-drivable-lane": 2.4333333333333247, "deviation-heading": 1.419489158023447, "deviation-center-line": 0.26347216199831425}}
No reset possible
14192762Mikita Sazanovich 🇷🇺RL solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:11
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videos1
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14190507Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median5.166666666666658


other stats
episodes
details{"ep000": {"nsteps": 75, "reward": -16.469658556779226, "good_angle": 5.023130551042082, "survival_time": 2.500000000000001, "traveled_tiles": 1, "valid_direction": 2.400000000000001}, "ep001": {"nsteps": 155, "reward": -9.0619213102806, "good_angle": 5.732044765967412, "survival_time": 5.166666666666658, "traveled_tiles": 1, "valid_direction": 4.999999999999991}, "ep002": {"nsteps": 214, "reward": -5.117444511885955, "good_angle": 11.53068705601369, "survival_time": 7.133333333333318, "traveled_tiles": 1, "valid_direction": 7.06666666666665}, "ep003": {"nsteps": 144, "reward": -9.578221540328943, "good_angle": 5.3039926200775325, "survival_time": 4.799999999999993, "traveled_tiles": 2, "valid_direction": 4.633333333333326}, "ep004": {"nsteps": 165, "reward": -8.702814062617042, "good_angle": 5.138312815742137, "survival_time": 5.49999999999999, "traveled_tiles": 2, "valid_direction": 5.3666666666666565}}
good_angle_max11.53068705601369
good_angle_mean6.545633561768571
good_angle_median5.3039926200775325
good_angle_min5.023130551042082
reward_max-5.117444511885955
reward_mean-9.786011996378353
reward_median-9.0619213102806
reward_min-16.469658556779226
survival_time_max7.133333333333318
survival_time_mean5.019999999999992
survival_time_min2.500000000000001
traveled_tiles_max2
traveled_tiles_mean1.4
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max7.06666666666665
valid_direction_mean4.893333333333325
valid_direction_median4.999999999999991
valid_direction_min2.400000000000001
No reset possible
14167762Mikita Sazanovich 🇷🇺RL solutionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:28
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simulation-passed1
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141541015David AbrahamPytorch ILaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:18
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simulation-passed1
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141411269Anton Mashikhin 🇷🇺Tensorflow templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:03:07
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driven_lanedir_median5.302566481656299
deviation-center-line_median0.5565671916823862
in-drivable-lane_median0.16666666666666652


other stats
deviation-center-line_max0.8859936557711611
deviation-center-line_mean0.528607812747053
deviation-center-line_min0.16606102536010822
deviation-heading_max3.033370854841319
deviation-heading_mean2.280705656084282
deviation-heading_median2.4561990578057573
deviation-heading_min0.9882049312556496
driven_any_max9.0481182555653
driven_any_mean6.141090110593249
driven_any_median5.90889969385339
driven_any_min1.2967673217013216
driven_lanedir_max8.21557018025004
driven_lanedir_mean5.398798112513221
driven_lanedir_min1.1127930583588117
in-drivable-lane_max1.433333333333331
in-drivable-lane_mean0.5466666666666657
in-drivable-lane_min0.03333333333333344
per-episodes
details{"ep000": {"driven_any": 5.90889969385339, "driven_lanedir": 4.810083815920299, "in-drivable-lane": 0.9666666666666656, "deviation-heading": 2.4510219442237524, "deviation-center-line": 0.44833422712128373}, "ep001": {"driven_any": 9.0481182555653, "driven_lanedir": 7.552977026380654, "in-drivable-lane": 1.433333333333331, "deviation-heading": 2.4747314922949313, "deviation-center-line": 0.5565671916823862}, "ep002": {"driven_any": 8.688836269603568, "driven_lanedir": 8.21557018025004, "in-drivable-lane": 0.13333333333333308, "deviation-heading": 3.033370854841319, "deviation-center-line": 0.8859936557711611}, "ep003": {"driven_any": 5.762829012242665, "driven_lanedir": 5.302566481656299, "in-drivable-lane": 0.16666666666666652, "deviation-heading": 2.4561990578057573, "deviation-center-line": 0.5860829638003254}, "ep004": {"driven_any": 1.2967673217013216, "driven_lanedir": 1.1127930583588117, "in-drivable-lane": 0.03333333333333344, "deviation-heading": 0.9882049312556496, "deviation-center-line": 0.16606102536010822}}
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14137758Mikita Sazanovich 🇷🇺RL solutionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median14.633333333333292


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.6362757659330964, "good_angle": 0.4080103191593723, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 0.8333333333333387}, "ep001": {"nsteps": 500, "reward": 0.6599668853282928, "good_angle": 0.329586114550488, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 0.5333333333333314}, "ep002": {"nsteps": 439, "reward": -1.88662848753774, "good_angle": 3.1553880750118033, "survival_time": 14.633333333333292, "traveled_tiles": 7, "valid_direction": 2.299999999999992}, "ep003": {"nsteps": 143, "reward": -6.9095092943309435, "good_angle": 3.4293500145683975, "survival_time": 4.7666666666666595, "traveled_tiles": 2, "valid_direction": 2.199999999999992}, "ep004": {"nsteps": 144, "reward": -6.515455015821822, "good_angle": 1.9609194628677775, "survival_time": 4.799999999999993, "traveled_tiles": 2, "valid_direction": 1.3666666666666618}}
good_angle_max3.4293500145683975
good_angle_mean1.856650797231568
good_angle_median1.9609194628677775
good_angle_min0.329586114550488
reward_max0.6599668853282928
reward_mean-2.8030700292858235
reward_median-1.88662848753774
reward_min-6.9095092943309435
survival_time_max16.666666666666654
survival_time_mean11.50666666666665
survival_time_min4.7666666666666595
traveled_tiles_max9
traveled_tiles_mean5.8
traveled_tiles_median7
traveled_tiles_min2
valid_direction_max2.299999999999992
valid_direction_mean1.4466666666666632
valid_direction_median1.3666666666666618
valid_direction_min0.5333333333333314
No reset possible
141331269Anton Mashikhin 🇷🇺Tensorflow templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median9.266666666666644


other stats
episodes
details{"ep000": {"nsteps": 255, "reward": -3.2289562618076872, "good_angle": 1.1346931930881636, "survival_time": 8.49999999999998, "traveled_tiles": 11, "valid_direction": 1.933333333333329}, "ep001": {"nsteps": 385, "reward": -1.9227435327679303, "good_angle": 0.9429759282318948, "survival_time": 12.833333333333298, "traveled_tiles": 15, "valid_direction": 1.6999999999999953}, "ep002": {"nsteps": 411, "reward": -1.807526985767984, "good_angle": 0.7247250775367927, "survival_time": 13.699999999999962, "traveled_tiles": 14, "valid_direction": 1.166666666666664}, "ep003": {"nsteps": 278, "reward": -2.957609235784776, "good_angle": 0.7534854144834433, "survival_time": 9.266666666666644, "traveled_tiles": 9, "valid_direction": 0.9999999999999972}, "ep004": {"nsteps": 70, "reward": -13.692152492489134, "good_angle": 0.5108653120693448, "survival_time": 2.333333333333335, "traveled_tiles": 3, "valid_direction": 0.4666666666666657}}
good_angle_max1.1346931930881636
good_angle_mean0.8133489850819279
good_angle_median0.7534854144834433
good_angle_min0.5108653120693448
reward_max-1.807526985767984
reward_mean-4.721797701723502
reward_median-2.957609235784776
reward_min-13.692152492489134
survival_time_max13.699999999999962
survival_time_mean9.326666666666643
survival_time_min2.333333333333335
traveled_tiles_max15
traveled_tiles_mean10.4
traveled_tiles_median11
traveled_tiles_min3
valid_direction_max1.933333333333329
valid_direction_mean1.2533333333333303
valid_direction_median1.166666666666664
valid_direction_min0.4666666666666657
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14124502Liam Paull 🇨🇦Tensorflow templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:51
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simulation-passed1
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14110756Martin Shin 🇭🇰PyTorch templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:44
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videos1
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14104501Manfred DiazTensorflow templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:51
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simulation-passed1
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140941265Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:56
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driven_lanedir_median0.3240934178550585
deviation-center-line_median0.10808612980369586
in-drivable-lane_median0


other stats
deviation-center-line_max1.984302817880886
deviation-center-line_mean0.5896264469335326
deviation-center-line_min0.02597105773849343
deviation-heading_max2.174257625791631
deviation-heading_mean0.8888667960436762
deviation-heading_median0.28443481143509647
deviation-heading_min0.16123482233858408
driven_any_max5.3336726367120795
driven_any_mean1.6128532990218791
driven_any_median0.33198539260245524
driven_any_min0.10700227049843906
driven_lanedir_max3.068816831754913
driven_lanedir_mean1.0407033134906165
driven_lanedir_min0.06841813700225785
in-drivable-lane_max6.633333333333342
in-drivable-lane_mean1.500000000000001
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.3336726367120795, "driven_lanedir": 3.068816831754913, "in-drivable-lane": 6.633333333333342, "deviation-heading": 1.610002023454309, "deviation-center-line": 1.984302817880886}, "ep001": {"driven_any": 0.2677356024968715, "driven_lanedir": 0.25777089783409757, "in-drivable-lane": 0, "deviation-heading": 0.2144046971987614, "deviation-center-line": 0.07477643733649615}, "ep002": {"driven_any": 0.10700227049843906, "driven_lanedir": 0.06841813700225785, "in-drivable-lane": 0, "deviation-heading": 0.28443481143509647, "deviation-center-line": 0.02597105773849343}, "ep003": {"driven_any": 0.33198539260245524, "driven_lanedir": 0.3240934178550585, "in-drivable-lane": 0, "deviation-heading": 0.16123482233858408, "deviation-center-line": 0.10808612980369586}, "ep004": {"driven_any": 2.023870592799552, "driven_lanedir": 1.4844172830067546, "in-drivable-lane": 0.8666666666666636, "deviation-heading": 2.174257625791631, "deviation-center-line": 0.754995791908092}}
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140911266Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:03
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14080755Mikita Sazanovich 🇷🇺RL solutionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:07:29
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simulation-passed1
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14079499Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:36
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 94, in run
    solve(params, cis)
  File "solution.py", line 60, in solve
    cis.info(observation.shape)
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 121, in info
    dclogger.info('solution:%s' % s)
TypeError: not all arguments converted during string formatting


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140761010Ruixiang Zhang 🇨🇦stay youngaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:39
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 124, in run
    solve(params, cis)
  File "solution.py", line 45, in solve
    env = DummyVecEnv([make_env(params)])
  File "/workspace/wrappers.py", line 261, in __init__
    self.envs = [fn() for fn in env_fns]
  File "/workspace/wrappers.py", line 261, in <listcomp>
    self.envs = [fn() for fn in env_fns]
TypeError: 'NoneType' object is not callable

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
duckietown_challenges.exceptions.InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 124, in run
    solve(params, cis)
  File "solution.py", line 45, in solve
    env = DummyVecEnv([make_env(params)])
  File "/workspace/wrappers.py", line 261, in __init__
    self.envs = [fn() for fn in env_fns]
  File "/workspace/wrappers.py", line 261, in <listcomp>
    self.envs = [fn() for fn in env_fns]
TypeError: 'NoneType' object is not callable


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140681262Bhairav MehtaROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:46
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driven_lanedir_median0.36497086358213227
deviation-center-line_median0.12673519773477257
in-drivable-lane_median0


other stats
deviation-center-line_max1.8882169682602912
deviation-center-line_mean0.4576872237315306
deviation-center-line_min0.03351839710688313
deviation-heading_max1.1380953891562886
deviation-heading_mean0.4044900342902608
deviation-heading_median0.22122148863403093
deviation-heading_min0.20534682280947647
driven_any_max5.335263964355901
driven_any_mean1.3368925580741204
driven_any_median0.374757843693479
driven_any_min0.12831338109284213
driven_lanedir_max3.162059046409608
driven_lanedir_mean0.8922961042550941
driven_lanedir_min0.10693761634808574
in-drivable-lane_max6.566666666666647
in-drivable-lane_mean1.3133333333333297
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.335263964355901, "driven_lanedir": 3.162059046409608, "in-drivable-lane": 6.566666666666647, "deviation-heading": 1.1380953891562886, "deviation-center-line": 1.8882169682602912}, "ep001": {"driven_any": 0.5892168818297022, "driven_lanedir": 0.5822783967860308, "in-drivable-lane": 0, "deviation-heading": 0.22122148863403093, "deviation-center-line": 0.17556209091917108}, "ep002": {"driven_any": 0.12831338109284213, "driven_lanedir": 0.10693761634808574, "in-drivable-lane": 0, "deviation-heading": 0.24037087677695257, "deviation-center-line": 0.03351839710688313}, "ep003": {"driven_any": 0.374757843693479, "driven_lanedir": 0.36497086358213227, "in-drivable-lane": 0, "deviation-heading": 0.21741559407455557, "deviation-center-line": 0.12673519773477257}, "ep004": {"driven_any": 0.25691071939867666, "driven_lanedir": 0.2452345981496138, "in-drivable-lane": 0, "deviation-heading": 0.20534682280947647, "deviation-center-line": 0.0644034646365347}}
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14062497Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:37
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 93, in run
    solve(params, cis)
  File "solution.py", line 32, in solve
    env = FrameStackWrappper(env=env, k=3)
  File "/workspace/wrappers.py", line 76, in __init__
    self.undistort = UndistortWrapper(env)
  File "/workspace/wrappers.py", line 185, in __init__
    self.env.unwrapped.undistort = True
AttributeError: 'UndistortWrapper' object has no attribute 'env'


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14030749Bhairav MehtaTuned lane controller - ETHZ baseline extensionaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:10:29
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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14018490Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:48
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driven_lanedir_median0.31605098436923584
deviation-center-line_median0.10828476413155794
in-drivable-lane_median0


other stats
deviation-center-line_max2.3097753226829933
deviation-center-line_mean0.5324986784708112
deviation-center-line_min0.03136461442839235
deviation-heading_max1.0759297748180694
deviation-heading_mean0.5008782180373044
deviation-heading_median0.23159040862300215
deviation-heading_min0.13712064184470563
driven_any_max5.335699444064872
driven_any_mean1.345496611693759
driven_any_median0.32128578644791195
driven_any_min0.10702303629831889
driven_lanedir_max4.024250980895303
driven_lanedir_mean1.0284350886050542
driven_lanedir_min0.07668820564392775
in-drivable-lane_max3.933333333333324
in-drivable-lane_mean0.8799999999999981
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.8351604132340535, "driven_lanedir": 0.6149861534349796, "in-drivable-lane": 0.4666666666666667, "deviation-heading": 0.8310456746089329, "deviation-center-line": 0.17256427682164482}, "ep001": {"driven_any": 0.1283143784236383, "driven_lanedir": 0.11019911868182453, "in-drivable-lane": 0, "deviation-heading": 0.22870459029181123, "deviation-center-line": 0.040504414289467584}, "ep002": {"driven_any": 5.335699444064872, "driven_lanedir": 4.024250980895303, "in-drivable-lane": 3.933333333333324, "deviation-heading": 1.0759297748180694, "deviation-center-line": 2.3097753226829933}, "ep003": {"driven_any": 0.10702303629831889, "driven_lanedir": 0.07668820564392775, "in-drivable-lane": 0, "deviation-heading": 0.23159040862300215, "deviation-center-line": 0.03136461442839235}, "ep004": {"driven_any": 0.32128578644791195, "driven_lanedir": 0.31605098436923584, "in-drivable-lane": 0, "deviation-heading": 0.13712064184470563, "deviation-center-line": 0.10828476413155794}}
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14013490Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:03
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videos1
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13999490Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:27
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simulation-passed1
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139971001Ruixiang Zhang 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:35
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
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139911256Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:16
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_median0.28538173989640203
deviation-center-line_median0.08741007430063104
in-drivable-lane_median0


other stats
deviation-center-line_max0.3642889697940216
deviation-center-line_mean0.13051780988942388
deviation-center-line_min0.02827132038727443
deviation-heading_max1.6510395127426507
deviation-heading_mean0.5167285261170678
deviation-heading_median0.23803036749073303
deviation-heading_min0.2090653241539685
driven_any_max1.8530725321334256
driven_any_mean0.5611623717956287
driven_any_median0.29976595815445284
driven_any_min0.11771004136484751
driven_lanedir_max1.5433722311300415
driven_lanedir_mean0.4833945683163456
driven_lanedir_min0.08646426004943386
in-drivable-lane_max0.5999999999999999
in-drivable-lane_mean0.11999999999999995
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.8530725321334256, "driven_lanedir": 1.5433722311300415, "in-drivable-lane": 0.5999999999999999, "deviation-heading": 1.6510395127426507, "deviation-center-line": 0.3642889697940216}, "ep001": {"driven_any": 0.29976595815445284, "driven_lanedir": 0.28538173989640203, "in-drivable-lane": 0, "deviation-heading": 0.23803036749073303, "deviation-center-line": 0.08741007430063104}, "ep002": {"driven_any": 0.11771004136484751, "driven_lanedir": 0.08646426004943386, "in-drivable-lane": 0, "deviation-heading": 0.26831714633836035, "deviation-center-line": 0.02827132038727443}, "ep003": {"driven_any": 0.1391535014926096, "driven_lanedir": 0.1161716949361542, "in-drivable-lane": 0, "deviation-heading": 0.2090653241539685, "deviation-center-line": 0.03260233677520444}, "ep004": {"driven_any": 0.3961098258328085, "driven_lanedir": 0.3855829155696964, "in-drivable-lane": 0, "deviation-heading": 0.21719027985962647, "deviation-center-line": 0.14001634818998787}}
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139871256Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:53
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videos1
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139821256Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:26
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survival_time_median1


other stats
episodes
details{"ep000": {"nsteps": 175, "reward": -5.2702517877625565, "good_angle": 0.8279369990330452, "survival_time": 5.833333333333322, "traveled_tiles": 3, "valid_direction": 1.7333333333333318}, "ep001": {"nsteps": 30, "reward": -33.06656472515315, "good_angle": 0.16105308473600294, "survival_time": 1, "traveled_tiles": 2, "valid_direction": 0.29999999999999993}, "ep002": {"nsteps": 13, "reward": -76.80859308517896, "good_angle": 0.31573386631455513, "survival_time": 0.4333333333333333, "traveled_tiles": 1, "valid_direction": 0.2666666666666666}, "ep003": {"nsteps": 15, "reward": -66.43581983596087, "good_angle": 0.2601798856981049, "survival_time": 0.49999999999999994, "traveled_tiles": 1, "valid_direction": 0.19999999999999996}, "ep004": {"nsteps": 39, "reward": -25.464085687142916, "good_angle": 0.12453295597701422, "survival_time": 1.3000000000000007, "traveled_tiles": 2, "valid_direction": 0.20000000000000032}}
good_angle_max0.8279369990330452
good_angle_mean0.33788735835174455
good_angle_median0.2601798856981049
good_angle_min0.12453295597701422
reward_max-5.2702517877625565
reward_mean-41.40906302423969
reward_median-33.06656472515315
reward_min-76.80859308517896
survival_time_max5.833333333333322
survival_time_mean1.8133333333333312
survival_time_min0.4333333333333333
traveled_tiles_max3
traveled_tiles_mean1.8
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.7333333333333318
valid_direction_mean0.5399999999999997
valid_direction_median0.2666666666666666
valid_direction_min0.19999999999999996
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139741256Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:53
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simulation-passed1
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13969999Laurent MandrileTensorflow templateaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:26
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 86, in run
    solve(params, cis)  # let's try to solve the challenge,
  File "solution.py", line 29, in solve
    from model import TfInference
ImportError: cannot import name TfInference


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13958486Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median16.36666666666664


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.34538107698934617, "good_angle": 23.22726343125204, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 9.633333333333336}, "ep001": {"nsteps": 82, "reward": -12.593964250091032, "good_angle": 1.0940820270607514, "survival_time": 2.7333333333333334, "traveled_tiles": 3, "valid_direction": 1.566666666666666}, "ep002": {"nsteps": 500, "reward": -0.3812955515915528, "good_angle": 14.626528013968208, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 4.966666666666691}, "ep003": {"nsteps": 64, "reward": -16.143297175789485, "good_angle": 1.1562580535154183, "survival_time": 2.1333333333333355, "traveled_tiles": 2, "valid_direction": 1.7333333333333358}, "ep004": {"nsteps": 491, "reward": -3.1901837091785907, "good_angle": 17.514856688129427, "survival_time": 16.36666666666664, "traveled_tiles": 6, "valid_direction": 9.499999999999991}}
good_angle_max23.22726343125204
good_angle_mean11.52379764278517
good_angle_median14.626528013968208
good_angle_min1.0940820270607514
reward_max-0.34538107698934617
reward_mean-6.530824352728001
reward_median-3.1901837091785907
reward_min-16.143297175789485
survival_time_max16.666666666666654
survival_time_mean10.913333333333323
survival_time_min2.1333333333333355
traveled_tiles_max9
traveled_tiles_mean5.8
traveled_tiles_median6
traveled_tiles_min2
valid_direction_max9.633333333333336
valid_direction_mean5.480000000000004
valid_direction_median4.966666666666691
valid_direction_min1.566666666666666
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13948997Philippe LacailleDolores' Awakeningaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:21
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survival_time_median2.7333333333333334


other stats
episodes
details{"ep000": {"nsteps": 27, "reward": -38.1270474123734, "good_angle": 0.4511854400836788, "survival_time": 0.8999999999999999, "traveled_tiles": 1, "valid_direction": 0.5333333333333332}, "ep001": {"nsteps": 21, "reward": -47.27952035410063, "good_angle": 0.0030213493876724944, "survival_time": 0.7, "traveled_tiles": 3, "valid_direction": 0}, "ep002": {"nsteps": 82, "reward": -11.796218151113065, "good_angle": 0.5907541253980043, "survival_time": 2.7333333333333334, "traveled_tiles": 5, "valid_direction": 0.633333333333332}, "ep003": {"nsteps": 305, "reward": -3.155405617960095, "good_angle": 10.26741605127135, "survival_time": 10.16666666666664, "traveled_tiles": 10, "valid_direction": 4.366666666666655}, "ep004": {"nsteps": 156, "reward": -6.246078523616187, "good_angle": 5.3139089224843685, "survival_time": 5.199999999999991, "traveled_tiles": 6, "valid_direction": 2.699999999999994}}
good_angle_max10.26741605127135
good_angle_mean3.325257177725015
good_angle_median0.5907541253980043
good_angle_min0.0030213493876724944
reward_max-3.155405617960095
reward_mean-21.32085401183268
reward_median-11.796218151113065
reward_min-47.27952035410063
survival_time_max10.16666666666664
survival_time_mean3.9399999999999937
survival_time_min0.7
traveled_tiles_max10
traveled_tiles_mean5
traveled_tiles_median5
traveled_tiles_min1
valid_direction_max4.366666666666655
valid_direction_mean1.6466666666666625
valid_direction_median0.633333333333332
valid_direction_min0
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13938484Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:29
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driven_lanedir_median0.2681272830083836
deviation-center-line_median0.05689356250188842
in-drivable-lane_median0.7000000000000007


other stats
deviation-center-line_max0.6199196960855596
deviation-center-line_mean0.21016883285774993
deviation-center-line_min0.04516597130127013
deviation-heading_max9.664131071997556
deviation-heading_mean2.839172268104149
deviation-heading_median0.38812077467098394
deviation-heading_min0.30861640985308714
driven_any_max0.7339080414045465
driven_any_mean0.5774011180854624
driven_any_median0.6349134979987995
driven_any_min0.29074223705098723
driven_lanedir_max0.2864199800237808
driven_lanedir_mean0.21517801749109733
driven_lanedir_min0.001463959970008588
in-drivable-lane_max6.066666666666653
in-drivable-lane_mean1.6066666666666642
in-drivable-lane_min0.03333333333333338
per-episodes
details{"ep000": {"driven_any": 0.29074223705098723, "driven_lanedir": 0.001463959970008588, "in-drivable-lane": 0.7666666666666666, "deviation-heading": 3.488672746871721, "deviation-center-line": 0.27484436012814023}, "ep001": {"driven_any": 0.7339080414045465, "driven_lanedir": 0.27197110791594126, "in-drivable-lane": 0.7000000000000007, "deviation-heading": 0.30861640985308714, "deviation-center-line": 0.04516597130127013}, "ep002": {"driven_any": 0.5226296057104449, "driven_lanedir": 0.2479077565373724, "in-drivable-lane": 0.03333333333333338, "deviation-heading": 9.664131071997556, "deviation-center-line": 0.6199196960855596}, "ep003": {"driven_any": 0.6349134979987995, "driven_lanedir": 0.2864199800237808, "in-drivable-lane": 0.4666666666666668, "deviation-heading": 0.38812077467098394, "deviation-center-line": 0.05689356250188842}, "ep004": {"driven_any": 0.704812208262534, "driven_lanedir": 0.2681272830083836, "in-drivable-lane": 6.066666666666653, "deviation-heading": 0.3463203371273962, "deviation-center-line": 0.05402057427189133}}
No reset possible
139141247Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median6.366666666666654


other stats
episodes
details{"ep000": {"nsteps": 132, "reward": -8.10885576292816, "good_angle": 2.903713702100042, "survival_time": 4.399999999999994, "traveled_tiles": 2, "valid_direction": 2.93333333333333}, "ep001": {"nsteps": 191, "reward": -5.378959204372584, "good_angle": 4.171761571223618, "survival_time": 6.366666666666654, "traveled_tiles": 2, "valid_direction": 4.533333333333323}, "ep002": {"nsteps": 279, "reward": -4.387960738362244, "good_angle": 16.03012363954865, "survival_time": 9.299999999999978, "traveled_tiles": 3, "valid_direction": 7.733333333333313}, "ep003": {"nsteps": 101, "reward": -10.730181842267807, "good_angle": 1.0195839996271214, "survival_time": 3.3666666666666645, "traveled_tiles": 2, "valid_direction": 1.8999999999999977}, "ep004": {"nsteps": 253, "reward": -4.281993561058504, "good_angle": 11.03241702639848, "survival_time": 8.433333333333314, "traveled_tiles": 4, "valid_direction": 6.699999999999984}}
good_angle_max16.03012363954865
good_angle_mean7.031519987779584
good_angle_median4.171761571223618
good_angle_min1.0195839996271214
reward_max-4.281993561058504
reward_mean-6.57759022179786
reward_median-5.378959204372584
reward_min-10.730181842267807
survival_time_max9.299999999999978
survival_time_mean6.373333333333321
survival_time_min3.3666666666666645
traveled_tiles_max4
traveled_tiles_mean2.6
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max7.733333333333313
valid_direction_mean4.759999999999989
valid_direction_median4.533333333333323
valid_direction_min1.8999999999999977
No reset possible
139011247Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:26
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other stats
simulation-passed1
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138941246David AbrahamPytorch ILaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 121, "reward": -9.604604649388286, "good_angle": 0.6286364625186772, "survival_time": 4.033333333333329, "traveled_tiles": 1, "valid_direction": 0.8333333333333304}, "ep001": {"nsteps": 500, "reward": -0.6849114918122068, "good_angle": 2.129438810548207, "survival_time": 16.666666666666654, "traveled_tiles": 5, "valid_direction": 3.6999999999999904}, "ep002": {"nsteps": 500, "reward": -1.1647364023327826, "good_angle": 2.4313537358847865, "survival_time": 16.666666666666654, "traveled_tiles": 5, "valid_direction": 3.7333333333333294}, "ep003": {"nsteps": 500, "reward": -0.8955752215329558, "good_angle": 2.108816067942779, "survival_time": 16.666666666666654, "traveled_tiles": 5, "valid_direction": 4.166666666666659}, "ep004": {"nsteps": 200, "reward": -5.346285532177426, "good_angle": 3.082431708941487, "survival_time": 6.666666666666653, "traveled_tiles": 4, "valid_direction": 4.16666666666666}}
good_angle_max3.082431708941487
good_angle_mean2.0761353571671877
good_angle_median2.129438810548207
good_angle_min0.6286364625186772
reward_max-0.6849114918122068
reward_mean-3.5392226594487313
reward_median-1.1647364023327826
reward_min-9.604604649388286
survival_time_max16.666666666666654
survival_time_mean12.139999999999988
survival_time_min4.033333333333329
traveled_tiles_max5
traveled_tiles_mean4
traveled_tiles_median5
traveled_tiles_min1
valid_direction_max4.16666666666666
valid_direction_mean3.319999999999994
valid_direction_median3.7333333333333294
valid_direction_min0.8333333333333304
No reset possible
13889990Manfred DiazTensorflow templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.7418965217769146, "good_angle": 0.5366575976742085, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.5999999999999989}, "ep001": {"nsteps": 283, "reward": -2.726839431509698, "good_angle": 0.2373614915250131, "survival_time": 9.43333333333331, "traveled_tiles": 17, "valid_direction": 0.1999999999999993}, "ep002": {"nsteps": 500, "reward": 0.787795749142766, "good_angle": 0.3481159461919437, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.1999999999999994}, "ep003": {"nsteps": 500, "reward": 0.7896717733740807, "good_angle": 0.35422362661241374, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.1999999999999995}, "ep004": {"nsteps": 500, "reward": 0.7976108947694301, "good_angle": 0.44697027694048, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 0.33333333333333326}}
good_angle_max0.5366575976742085
good_angle_mean0.3846657877888118
good_angle_median0.35422362661241374
good_angle_min0.2373614915250131
reward_max0.7976108947694301
reward_mean0.07802710151069867
reward_median0.787795749142766
reward_min-2.726839431509698
survival_time_max16.666666666666654
survival_time_mean15.219999999999988
survival_time_min9.43333333333331
traveled_tiles_max18
traveled_tiles_mean17.8
traveled_tiles_median18
traveled_tiles_min17
valid_direction_max0.5999999999999989
valid_direction_mean0.3066666666666661
valid_direction_median0.1999999999999995
valid_direction_min0.1999999999999993
No reset possible
13884732Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:49
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driven_lanedir_median0.5829770577558191
deviation-center-line_median0.14993212565362363
in-drivable-lane_median7.833333333333308


other stats
deviation-center-line_max0.4035387690525949
deviation-center-line_mean0.1866597021898769
deviation-center-line_min0
deviation-heading_max0.864736145138095
deviation-heading_mean0.4673261643985856
deviation-heading_median0.5111042462687017
deviation-heading_min0
driven_any_max6.149143225631854
driven_any_mean3.6969146107091624
driven_any_median3.642897751243212
driven_any_min0.5124195970580631
driven_lanedir_max1.451765387560334
driven_lanedir_mean0.644074813273646
driven_lanedir_min0
in-drivable-lane_max15.73333333333332
in-drivable-lane_mean9.259999999999987
in-drivable-lane_min1.7333333333333354
per-episodes
details{"ep000": {"driven_any": 0.5124195970580631, "driven_lanedir": 0, "in-drivable-lane": 1.7333333333333354, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 6.149143225631854, "driven_lanedir": 0.8695825727556461, "in-drivable-lane": 14.166666666666654, "deviation-heading": 0.5497200340779129, "deviation-center-line": 0.30090631686329666}, "ep002": {"driven_any": 5.385100114925407, "driven_lanedir": 0.3160490482964309, "in-drivable-lane": 15.73333333333332, "deviation-heading": 0.41107039650821825, "deviation-center-line": 0.0789212993798694}, "ep003": {"driven_any": 2.7950123646872775, "driven_lanedir": 0.5829770577558191, "in-drivable-lane": 7.833333333333308, "deviation-heading": 0.5111042462687017, "deviation-center-line": 0.14993212565362363}, "ep004": {"driven_any": 3.642897751243212, "driven_lanedir": 1.451765387560334, "in-drivable-lane": 6.833333333333312, "deviation-heading": 0.864736145138095, "deviation-center-line": 0.4035387690525949}}
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13876732Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:43
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other stats
videos1
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13871732Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median10.033333333333308


other stats
episodes
details{"ep000": {"nsteps": 53, "reward": -20.47226224305495, "good_angle": 0.31339965646471213, "survival_time": 1.7666666666666688, "traveled_tiles": 1, "valid_direction": 0.6666666666666687}, "ep001": {"nsteps": 500, "reward": -0.3185310780971777, "good_angle": 1.3147281275892655, "survival_time": 16.666666666666654, "traveled_tiles": 12, "valid_direction": 2.600000000000012}, "ep002": {"nsteps": 500, "reward": -0.7173953298926353, "good_angle": 1.4309758714751228, "survival_time": 16.666666666666654, "traveled_tiles": 11, "valid_direction": 2.466666666666687}, "ep003": {"nsteps": 284, "reward": -4.330997165515494, "good_angle": 1.1445495758287336, "survival_time": 9.466666666666644, "traveled_tiles": 5, "valid_direction": 2.099999999999997}, "ep004": {"nsteps": 301, "reward": -3.9489842650257794, "good_angle": 1.585917504628602, "survival_time": 10.033333333333308, "traveled_tiles": 8, "valid_direction": 3.433333333333326}}
good_angle_max1.585917504628602
good_angle_mean1.1579141471972874
good_angle_median1.3147281275892655
good_angle_min0.31339965646471213
reward_max-0.3185310780971777
reward_mean-5.957634016317207
reward_median-3.9489842650257794
reward_min-20.47226224305495
survival_time_max16.666666666666654
survival_time_mean10.919999999999986
survival_time_min1.7666666666666688
traveled_tiles_max12
traveled_tiles_mean7.4
traveled_tiles_median8
traveled_tiles_min1
valid_direction_max3.433333333333326
valid_direction_mean2.2533333333333383
valid_direction_median2.466666666666687
valid_direction_min0.6666666666666687
No reset possible
138661243Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:03:55
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videos1
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13859220Julian ZillyBaseline solution using imitation learning from logsaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:01:30
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 581, in wrap_solution
    solution.run(cis)
  File "solution.py", line 107, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Can't connect to the gym-duckietown-server

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13853986Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:04:18
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driven_lanedir_median9.666650025443197
deviation-center-line_median1.9569034266908625
in-drivable-lane_median3.200000000000005


other stats
deviation-center-line_max2.300549304901682
deviation-center-line_mean1.6222662877805536
deviation-center-line_min0
deviation-heading_max4.778107260040588
deviation-heading_mean3.729925443729472
deviation-heading_median4.629980319283448
deviation-heading_min0
driven_any_max13.377291514088222
driven_any_mean10.5636444501592
driven_any_median13.087679435476932
driven_any_min0.24290947882457264
driven_lanedir_max11.38634302718901
driven_lanedir_mean8.06623771553352
driven_lanedir_min0
in-drivable-lane_max3.6333333333333258
in-drivable-lane_mean2.3866666666666645
in-drivable-lane_min0.3
per-episodes
details{"ep000": {"driven_any": 0.24290947882457264, "driven_lanedir": 0, "in-drivable-lane": 0.3, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 13.377291514088222, "driven_lanedir": 11.38634302718901, "in-drivable-lane": 1.4999999999999991, "deviation-heading": 4.778107260040588, "deviation-center-line": 2.300549304901682}, "ep002": {"driven_any": 12.946358148833395, "driven_lanedir": 9.338537382833648, "in-drivable-lane": 3.6333333333333258, "deviation-heading": 4.549416306737464, "deviation-center-line": 1.9569034266908625}, "ep003": {"driven_any": 13.163983673572872, "driven_lanedir": 9.939658142201743, "in-drivable-lane": 3.200000000000005, "deviation-heading": 4.629980319283448, "deviation-center-line": 1.8956939438827092}, "ep004": {"driven_any": 13.087679435476932, "driven_lanedir": 9.666650025443197, "in-drivable-lane": 3.2999999999999927, "deviation-heading": 4.692123332585863, "deviation-center-line": 1.9581847634275151}}
No reset possible
13843730Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:38
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driven_lanedir_median1.8292332325657117
deviation-center-line_median0.22911195742957827
in-drivable-lane_median0.09999999999999964


other stats
deviation-center-line_max0.7640573001079569
deviation-center-line_mean0.3104953998010521
deviation-center-line_min0.06949497316757829
deviation-heading_max1.637274750729781
deviation-heading_mean0.8008922789550409
deviation-heading_median0.8291229785603379
deviation-heading_min0.053053094012512125
driven_any_max6.061667212579454
driven_any_mean2.580636530324012
driven_any_median2.061796684219528
driven_any_min0.465860987493912
driven_lanedir_max5.7643266635506665
driven_lanedir_mean2.2547590361033243
driven_lanedir_min0.4642926371460865
in-drivable-lane_max2.6000000000000005
in-drivable-lane_mean0.5733333333333335
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 2.061796684219528, "driven_lanedir": 1.081518719162653, "in-drivable-lane": 2.6000000000000005, "deviation-heading": 0.5762248179162903, "deviation-center-line": 0.16667628070017151}, "ep001": {"driven_any": 6.061667212579454, "driven_lanedir": 5.7643266635506665, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 1.637274750729781, "deviation-center-line": 0.7640573001079569}, "ep002": {"driven_any": 2.012512261911356, "driven_lanedir": 1.8292332325657117, "in-drivable-lane": 0.10000000000000032, "deviation-heading": 0.8291229785603379, "deviation-center-line": 0.22911195742957827}, "ep003": {"driven_any": 2.30134550541581, "driven_lanedir": 2.134423928091506, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 0.9087857535562834, "deviation-center-line": 0.32313648759997554}, "ep004": {"driven_any": 0.465860987493912, "driven_lanedir": 0.4642926371460865, "in-drivable-lane": 0, "deviation-heading": 0.053053094012512125, "deviation-center-line": 0.06949497316757829}}
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13840730Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:10
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videos1
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13837730Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median3.63333333333333


other stats
episodes
details{"ep000": {"nsteps": 132, "reward": -7.80662262308496, "good_angle": 0.4892009769556443, "survival_time": 4.399999999999994, "traveled_tiles": 4, "valid_direction": 1.2666666666666644}, "ep001": {"nsteps": 248, "reward": -3.585801874047085, "good_angle": 0.25410707958027784, "survival_time": 8.266666666666648, "traveled_tiles": 11, "valid_direction": 0.8666666666666674}, "ep002": {"nsteps": 96, "reward": -9.768587492251148, "good_angle": 0.12814411470036435, "survival_time": 3.1999999999999984, "traveled_tiles": 4, "valid_direction": 0.33333333333333437}, "ep003": {"nsteps": 109, "reward": -8.701480516463246, "good_angle": 0.1651666436782595, "survival_time": 3.63333333333333, "traveled_tiles": 4, "valid_direction": 0.5000000000000013}, "ep004": {"nsteps": 22, "reward": -45.182405071841046, "good_angle": 0.004921290092614059, "survival_time": 0.7333333333333333, "traveled_tiles": 1, "valid_direction": 0}}
good_angle_max0.4892009769556443
good_angle_mean0.20830802100143203
good_angle_median0.1651666436782595
good_angle_min0.004921290092614059
reward_max-3.585801874047085
reward_mean-15.008979515537495
reward_median-8.701480516463246
reward_min-45.182405071841046
survival_time_max8.266666666666648
survival_time_mean4.0466666666666615
survival_time_min0.7333333333333333
traveled_tiles_max11
traveled_tiles_mean4.8
traveled_tiles_median4
traveled_tiles_min1
valid_direction_max1.2666666666666644
valid_direction_mean0.5933333333333335
valid_direction_median0.5000000000000013
valid_direction_min0
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13824984Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:05:16
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13808984Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:10:20
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simulation-passed1
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13804271Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:31
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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137941237Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:27
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videos1
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137921237Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:21
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survival_time_median3.63333333333333


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.40081475928390864, "good_angle": 21.846660837711056, "survival_time": 16.666666666666654, "traveled_tiles": 4, "valid_direction": 12.56666666666665}, "ep001": {"nsteps": 10, "reward": -100.56603928320108, "good_angle": 0.3369814437565628, "survival_time": 0.3333333333333333, "traveled_tiles": 1, "valid_direction": 0.2666666666666666}, "ep002": {"nsteps": 197, "reward": -5.661254704060023, "good_angle": 4.4732036213772295, "survival_time": 6.566666666666653, "traveled_tiles": 2, "valid_direction": 4.89999999999999}, "ep003": {"nsteps": 109, "reward": -9.465705524743406, "good_angle": 2.589147153815337, "survival_time": 3.63333333333333, "traveled_tiles": 1, "valid_direction": 2.5333333333333297}, "ep004": {"nsteps": 17, "reward": -58.59437193743446, "good_angle": 0.02810232703645692, "survival_time": 0.5666666666666667, "traveled_tiles": 2, "valid_direction": 0.033333333333333326}}
good_angle_max21.846660837711056
good_angle_mean5.854819076739329
good_angle_median2.589147153815337
good_angle_min0.02810232703645692
reward_max-0.40081475928390864
reward_mean-34.93763724174458
reward_median-9.465705524743406
reward_min-100.56603928320108
survival_time_max16.666666666666654
survival_time_mean5.553333333333327
survival_time_min0.3333333333333333
traveled_tiles_max4
traveled_tiles_mean2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max12.56666666666665
valid_direction_mean4.059999999999994
valid_direction_median2.5333333333333297
valid_direction_min0.033333333333333326
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137871236Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median6.4666666666666535


other stats
episodes
details{"ep000": {"nsteps": 176, "reward": -6.057266138765871, "good_angle": 4.145642565195413, "survival_time": 5.866666666666656, "traveled_tiles": 2, "valid_direction": 3.8333333333333264}, "ep001": {"nsteps": 194, "reward": -4.925263282397675, "good_angle": 4.0560315213470695, "survival_time": 6.4666666666666535, "traveled_tiles": 3, "valid_direction": 4.099999999999991}, "ep002": {"nsteps": 323, "reward": -3.3532245333072037, "good_angle": 9.025477460309526, "survival_time": 10.76666666666664, "traveled_tiles": 3, "valid_direction": 8.366666666666646}, "ep003": {"nsteps": 277, "reward": -3.710450020682618, "good_angle": 7.853770582426322, "survival_time": 9.233333333333311, "traveled_tiles": 3, "valid_direction": 7.566666666666648}, "ep004": {"nsteps": 152, "reward": -6.4130943683466235, "good_angle": 4.446710921244621, "survival_time": 5.066666666666658, "traveled_tiles": 3, "valid_direction": 3.866666666666659}}
good_angle_max9.025477460309526
good_angle_mean5.90552661010459
good_angle_median4.446710921244621
good_angle_min4.0560315213470695
reward_max-3.3532245333072037
reward_mean-4.891859668699999
reward_median-4.925263282397675
reward_min-6.4130943683466235
survival_time_max10.76666666666664
survival_time_mean7.479999999999983
survival_time_min5.066666666666658
traveled_tiles_max3
traveled_tiles_mean2.8
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max8.366666666666646
valid_direction_mean5.546666666666654
valid_direction_median4.099999999999991
valid_direction_min3.8333333333333264
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137701236Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:52
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simulation-passed1
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137621234Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:28
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driven_lanedir_median0.3707424367980967
deviation-center-line_median0.138374937683038
in-drivable-lane_median1.3333333333333346


other stats
deviation-center-line_max0.2294096262684485
deviation-center-line_mean0.12763538551896403
deviation-center-line_min0.0223885306593098
deviation-heading_max1.716673825814124
deviation-heading_mean1.0650583020869713
deviation-heading_median1.2405171795383856
deviation-heading_min0.35432212748690617
driven_any_max2.194988784252029
driven_any_mean1.079000843958127
driven_any_median1.1024460603071198
driven_any_min0.2674543081980784
driven_lanedir_max0.7468470356995427
driven_lanedir_mean0.3596847501051438
driven_lanedir_min0.040040455966571464
in-drivable-lane_max3.866666666666657
in-drivable-lane_mean1.7999999999999978
in-drivable-lane_min0.29999999999999993
per-episodes
details{"ep000": {"driven_any": 1.3272762315618896, "driven_lanedir": 0.3707424367980967, "in-drivable-lane": 2.233333333333329, "deviation-heading": 1.6392384544556513, "deviation-center-line": 0.2294096262684485}, "ep001": {"driven_any": 0.2674543081980784, "driven_lanedir": 0.12848577414852924, "in-drivable-lane": 0.29999999999999993, "deviation-heading": 0.3745399231397886, "deviation-center-line": 0.0223885306593098}, "ep002": {"driven_any": 2.194988784252029, "driven_lanedir": 0.7468470356995427, "in-drivable-lane": 3.866666666666657, "deviation-heading": 1.716673825814124, "deviation-center-line": 0.22151001085629743}, "ep003": {"driven_any": 0.5028388354715172, "driven_lanedir": 0.040040455966571464, "in-drivable-lane": 1.2666666666666684, "deviation-heading": 0.35432212748690617, "deviation-center-line": 0.026493822127726416}, "ep004": {"driven_any": 1.1024460603071198, "driven_lanedir": 0.5123080479129789, "in-drivable-lane": 1.3333333333333346, "deviation-heading": 1.2405171795383856, "deviation-center-line": 0.138374937683038}}
No reset possible
13758722Benjamin Ramtoula 🇨🇦My modified ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:20
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driven_lanedir_median0.7755308072236675
deviation-center-line_median0.06457968893446517
in-drivable-lane_median0


other stats
deviation-center-line_max0.4136590798468397
deviation-center-line_mean0.14359426743732667
deviation-center-line_min0.04799615384733945
deviation-heading_max1.6903888401529816
deviation-heading_mean0.43244849536521734
deviation-heading_median0.09635988486826565
deviation-heading_min0.043767648089746966
driven_any_max8.082230313775735
driven_any_mean2.4694002264188892
driven_any_median0.7888651620805979
driven_any_min0.4688946856694244
driven_lanedir_max7.3800782885833875
driven_lanedir_mean2.310016049751577
driven_lanedir_min0.4652658465287325
in-drivable-lane_max0.3999999999999995
in-drivable-lane_mean0.08666666666666657
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 8.082230313775735, "driven_lanedir": 7.3800782885833875, "in-drivable-lane": 0.3999999999999995, "deviation-heading": 1.6903888401529816, "deviation-center-line": 0.4136590798468397}, "ep001": {"driven_any": 0.760000000000006, "driven_lanedir": 0.7583624342945385, "in-drivable-lane": 0, "deviation-heading": 0.043767648089746966, "deviation-center-line": 0.05856940306194948}, "ep002": {"driven_any": 2.247010970568686, "driven_lanedir": 2.1708428721275608, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.2757463866900525, "deviation-center-line": 0.13316701149603966}, "ep003": {"driven_any": 0.7888651620805979, "driven_lanedir": 0.7755308072236675, "in-drivable-lane": 0, "deviation-heading": 0.09635988486826565, "deviation-center-line": 0.06457968893446517}, "ep004": {"driven_any": 0.4688946856694244, "driven_lanedir": 0.4652658465287325, "in-drivable-lane": 0, "deviation-heading": 0.05597971702503958, "deviation-center-line": 0.04799615384733945}}
No reset possible
13755722Benjamin Ramtoula 🇨🇦My modified ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:52
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videos1
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13754722Benjamin Ramtoula 🇨🇦My modified ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median0.7999999999999999


other stats
episodes
details{"ep000": {"nsteps": 247, "reward": -3.3959219206260283, "good_angle": 0.6082899217729199, "survival_time": 8.233333333333315, "traveled_tiles": 13, "valid_direction": 1.3999999999999966}, "ep001": {"nsteps": 21, "reward": -47.27952035410063, "good_angle": 0.0030213493876724944, "survival_time": 0.7, "traveled_tiles": 3, "valid_direction": 0}, "ep002": {"nsteps": 69, "reward": -14.054883903034192, "good_angle": 0.09972644035284312, "survival_time": 2.3000000000000016, "traveled_tiles": 5, "valid_direction": 0.29999999999999993}, "ep003": {"nsteps": 24, "reward": -41.41128847279955, "good_angle": 0.15303970778543105, "survival_time": 0.7999999999999999, "traveled_tiles": 2, "valid_direction": 0.16666666666666663}, "ep004": {"nsteps": 16, "reward": -62.22128755552694, "good_angle": 0.010107715436617306, "survival_time": 0.5333333333333333, "traveled_tiles": 2, "valid_direction": 0}}
good_angle_max0.6082899217729199
good_angle_mean0.17483702694709674
good_angle_median0.09972644035284312
good_angle_min0.0030213493876724944
reward_max-3.3959219206260283
reward_mean-33.67258044121747
reward_median-41.41128847279955
reward_min-62.22128755552694
survival_time_max8.233333333333315
survival_time_mean2.51333333333333
survival_time_min0.5333333333333333
traveled_tiles_max13
traveled_tiles_mean5
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max1.3999999999999966
valid_direction_mean0.37333333333333263
valid_direction_median0.16666666666666663
valid_direction_min0
No reset possible
13732722Benjamin Ramtoula 🇨🇦My modified ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:27
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simulation-passed1
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137091231Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:10:29
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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136861229Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:10:32
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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13679971Philippe LacailleDolores' Awakeningaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:15
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driven_lanedir_median1.130023595099087
deviation-center-line_median0.10302839817053598
in-drivable-lane_median0.10000000000000007


other stats
deviation-center-line_max0.2643097998779408
deviation-center-line_mean0.1423287685319468
deviation-center-line_min0.05321016104734633
deviation-heading_max1.0801523358210192
deviation-heading_mean0.6475984318580317
deviation-heading_median0.44724357279664895
deviation-heading_min0.32447819067390254
driven_any_max4.0365414549288055
driven_any_mean2.221114211277979
driven_any_median1.8085109042054528
driven_any_min0.9887991162947196
driven_lanedir_max3.717888592391488
driven_lanedir_mean1.8508753619060936
driven_lanedir_min0.9145897463166256
in-drivable-lane_max0.5333333333333333
in-drivable-lane_mean0.18666666666666676
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.8085109042054528, "driven_lanedir": 1.130023595099087, "in-drivable-lane": 0.5333333333333333, "deviation-heading": 0.44724357279664895, "deviation-center-line": 0.07606316168988986}, "ep001": {"driven_any": 1.3443615251125294, "driven_lanedir": 0.9512164018953376, "in-drivable-lane": 0.23333333333333373, "deviation-heading": 0.3704537915624678, "deviation-center-line": 0.10302839817053598}, "ep002": {"driven_any": 0.9887991162947196, "driven_lanedir": 0.9145897463166256, "in-drivable-lane": 0, "deviation-heading": 0.32447819067390254, "deviation-center-line": 0.05321016104734633}, "ep003": {"driven_any": 2.9273580558483885, "driven_lanedir": 2.5406584738279303, "in-drivable-lane": 0.06666666666666665, "deviation-heading": 1.0801523358210192, "deviation-center-line": 0.21503232187402108}, "ep004": {"driven_any": 4.0365414549288055, "driven_lanedir": 3.717888592391488, "in-drivable-lane": 0.10000000000000007, "deviation-heading": 1.0156642684361197, "deviation-center-line": 0.2643097998779408}}
No reset possible
13674971Philippe LacailleDolores' Awakeningaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:49
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other stats
videos1
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13672971Philippe LacailleDolores' Awakeningaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median1.9000000000000024


other stats
episodes
details{"ep000": {"nsteps": 57, "reward": -17.672354887255974, "good_angle": 0.6198921555718332, "survival_time": 1.9000000000000024, "traveled_tiles": 3, "valid_direction": 0.5000000000000002}, "ep001": {"nsteps": 39, "reward": -25.114489919100052, "good_angle": 0.48502068717188174, "survival_time": 1.3000000000000007, "traveled_tiles": 3, "valid_direction": 0.5666666666666674}, "ep002": {"nsteps": 33, "reward": -29.99853590921019, "good_angle": 0.1137446385291734, "survival_time": 1.1, "traveled_tiles": 2, "valid_direction": 0.33333333333333337}, "ep003": {"nsteps": 89, "reward": -10.926009700173156, "good_angle": 3.180320083124906, "survival_time": 2.966666666666666, "traveled_tiles": 6, "valid_direction": 1.6999999999999995}, "ep004": {"nsteps": 121, "reward": -7.626526473905922, "good_angle": 0.36294615913351275, "survival_time": 4.033333333333329, "traveled_tiles": 7, "valid_direction": 1.166666666666666}}
good_angle_max3.180320083124906
good_angle_mean0.9523847447062614
good_angle_median0.48502068717188174
good_angle_min0.1137446385291734
reward_max-7.626526473905922
reward_mean-18.26758337792906
reward_median-17.672354887255974
reward_min-29.99853590921019
survival_time_max4.033333333333329
survival_time_mean2.2599999999999993
survival_time_min1.1
traveled_tiles_max7
traveled_tiles_mean4.2
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max1.6999999999999995
valid_direction_mean0.8533333333333333
valid_direction_median0.5666666666666674
valid_direction_min0.33333333333333337
No reset possible
13668714Vadim Volodin 🇷🇺ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median1.0666666666666669


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.12753575816424564, "good_angle": 1.9289045234770117, "survival_time": 16.666666666666654, "traveled_tiles": 10, "valid_direction": 3.366666666666692}, "ep001": {"nsteps": 32, "reward": -30.896459484938532, "good_angle": 0.12443495490517958, "survival_time": 1.0666666666666669, "traveled_tiles": 2, "valid_direction": 0.1333333333333334}, "ep002": {"nsteps": 28, "reward": -35.34331002735832, "good_angle": 0.06454418367230443, "survival_time": 0.9333333333333332, "traveled_tiles": 2, "valid_direction": 0.2666666666666666}, "ep003": {"nsteps": 51, "reward": -19.315162328081023, "good_angle": 0.046244795002454195, "survival_time": 1.700000000000002, "traveled_tiles": 1, "valid_direction": 0.06666666666666671}, "ep004": {"nsteps": 17, "reward": -58.668807611472026, "good_angle": 0.12501236210024222, "survival_time": 0.5666666666666667, "traveled_tiles": 2, "valid_direction": 0.23333333333333336}}
good_angle_max1.9289045234770117
good_angle_mean0.4578281638314384
good_angle_median0.12443495490517958
good_angle_min0.046244795002454195
reward_max0.12753575816424564
reward_mean-28.81924073873713
reward_median-30.896459484938532
reward_min-58.668807611472026
survival_time_max16.666666666666654
survival_time_mean4.186666666666665
survival_time_min0.5666666666666667
traveled_tiles_max10
traveled_tiles_mean3.4
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max3.366666666666692
valid_direction_mean0.8133333333333385
valid_direction_median0.23333333333333336
valid_direction_min0.06666666666666671
No reset possible
13666716Mikita Sazanovich 🇷🇺PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:36
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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13659969Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:34
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driven_lanedir_median0.5217600806940563
deviation-center-line_median0.15535809512902804
in-drivable-lane_median0


other stats
deviation-center-line_max2.2875705501849746
deviation-center-line_mean0.8454893009376747
deviation-center-line_min0.12448455391037117
deviation-heading_max2.635621442911346
deviation-heading_mean0.8660534692666315
deviation-heading_median0.16591451146689687
deviation-heading_min0.10337538895837052
driven_any_max5.33545707091092
driven_any_mean2.249850826937291
driven_any_median0.5250247964747975
driven_any_min0.37501791630756137
driven_lanedir_max4.081986949493498
driven_lanedir_mean1.8155041157965333
driven_lanedir_min0.37339246874770127
in-drivable-lane_max3.733333333333325
in-drivable-lane_mean1.1799999999999975
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 4.55310794212304, "driven_lanedir": 3.6441130999129223, "in-drivable-lane": 2.166666666666663, "deviation-heading": 2.635621442911346, "deviation-center-line": 1.5150135222927477}, "ep001": {"driven_any": 0.5250247964747975, "driven_lanedir": 0.5217600806940563, "in-drivable-lane": 0, "deviation-heading": 0.16591451146689687, "deviation-center-line": 0.15535809512902804}, "ep002": {"driven_any": 5.33545707091092, "driven_lanedir": 4.081986949493498, "in-drivable-lane": 3.733333333333325, "deviation-heading": 1.2664989141128202, "deviation-center-line": 2.2875705501849746}, "ep003": {"driven_any": 0.460646408870136, "driven_lanedir": 0.456267980134488, "in-drivable-lane": 0, "deviation-heading": 0.1588570888837256, "deviation-center-line": 0.14501978317125205}, "ep004": {"driven_any": 0.37501791630756137, "driven_lanedir": 0.37339246874770127, "in-drivable-lane": 0, "deviation-heading": 0.10337538895837052, "deviation-center-line": 0.12448455391037117}}
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13654969Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:29
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136461224Tien NguyenROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:05
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videos1
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136431224Tien NguyenROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median1.7666666666666688


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.17975739641906693, "good_angle": 1.7062779493856384, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 3.0666666666666744}, "ep001": {"nsteps": 61, "reward": -16.10702844733586, "good_angle": 0.11935102133245395, "survival_time": 2.033333333333336, "traveled_tiles": 2, "valid_direction": 0.09999999999999988}, "ep002": {"nsteps": 11, "reward": -90.8289866281504, "good_angle": 0.2944543646445071, "survival_time": 0.36666666666666664, "traveled_tiles": 1, "valid_direction": 0.3333333333333333}, "ep003": {"nsteps": 53, "reward": -18.58545547498847, "good_angle": 0.017068432770127408, "survival_time": 1.7666666666666688, "traveled_tiles": 1, "valid_direction": 0}, "ep004": {"nsteps": 37, "reward": -26.783198629279394, "good_angle": 0.01642836113722012, "survival_time": 1.2333333333333338, "traveled_tiles": 2, "valid_direction": 0.033333333333333326}}
good_angle_max1.7062779493856384
good_angle_mean0.4307160258539894
good_angle_median0.11935102133245395
good_angle_min0.01642836113722012
reward_max0.17975739641906693
reward_mean-30.42498235666701
reward_median-18.58545547498847
reward_min-90.8289866281504
survival_time_max16.666666666666654
survival_time_mean4.413333333333332
survival_time_min0.36666666666666664
traveled_tiles_max9
traveled_tiles_mean3
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max3.0666666666666744
valid_direction_mean0.7066666666666681
valid_direction_median0.09999999999999988
valid_direction_min0
No reset possible
13636713Benjamin Ramtoula 🇨🇦My modified ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:23
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simulation-passed1
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13615709Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:05:20
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driven_lanedir_median15.188012674967652
deviation-center-line_median0.9873977066194278
in-drivable-lane_median3.099999999999989


other stats
deviation-center-line_max1.034629298733854
deviation-center-line_mean0.9754386007554764
deviation-center-line_min0.8981031065611349
deviation-heading_max2.3853268628651394
deviation-heading_mean2.233066432800677
deviation-heading_median2.2396969876721093
deviation-heading_min2.089373408559456
driven_any_max19.061687764503596
driven_any_mean18.968070409795036
driven_any_median18.96990808335345
driven_any_min18.838613531725183
driven_lanedir_max16.19277825872027
driven_lanedir_mean15.06133680572034
driven_lanedir_min13.277050153308757
in-drivable-lane_max4.766666666666666
in-drivable-lane_mean3.179999999999997
in-drivable-lane_min2.200000000000006
per-episodes
details{"ep000": {"driven_any": 18.838613531725183, "driven_lanedir": 13.277050153308757, "in-drivable-lane": 4.766666666666666, "deviation-heading": 2.1687473943856985, "deviation-center-line": 0.8981031065611349}, "ep001": {"driven_any": 19.061687764503596, "driven_lanedir": 15.771213246143402, "in-drivable-lane": 2.633333333333331, "deviation-heading": 2.282187510520981, "deviation-center-line": 0.9873977066194278}, "ep002": {"driven_any": 19.049089629336247, "driven_lanedir": 16.19277825872027, "in-drivable-lane": 2.200000000000006, "deviation-heading": 2.2396969876721093, "deviation-center-line": 0.9876552921755644}, "ep003": {"driven_any": 18.921053040056705, "driven_lanedir": 15.188012674967652, "in-drivable-lane": 3.099999999999989, "deviation-heading": 2.089373408559456, "deviation-center-line": 0.9694075996874004}, "ep004": {"driven_any": 18.96990808335345, "driven_lanedir": 14.87762969546162, "in-drivable-lane": 3.1999999999999913, "deviation-heading": 2.3853268628651394, "deviation-center-line": 1.034629298733854}}
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13613965Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:03:22
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driven_lanedir_median1.4966875145638474
deviation-center-line_median0.38441325655438097
in-drivable-lane_median1.1333333333333329


other stats
deviation-center-line_max2.023210193830149
deviation-center-line_mean0.8428197299773867
deviation-center-line_min0.16697724769836397
deviation-heading_max2.464184498392958
deviation-heading_mean1.2738133346413532
deviation-heading_median1.339391320010212
deviation-heading_min0.1623301618741963
driven_any_max5.335415033020682
driven_any_mean2.70628059958474
driven_any_median1.9498174074773715
driven_any_min0.5571701447904541
driven_lanedir_max4.16557022386807
driven_lanedir_mean2.0644033856224793
driven_lanedir_min0.5540578850723747
in-drivable-lane_max5.233333333333316
in-drivable-lane_mean1.7333333333333278
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.9498174074773715, "driven_lanedir": 1.4966875145638474, "in-drivable-lane": 1.1333333333333329, "deviation-heading": 1.339391320010212, "deviation-center-line": 0.38441325655438097}, "ep001": {"driven_any": 0.5571701447904541, "driven_lanedir": 0.5540578850723747, "in-drivable-lane": 0, "deviation-heading": 0.1623301618741963, "deviation-center-line": 0.16697724769836397}, "ep002": {"driven_any": 5.089047208343873, "driven_lanedir": 4.16557022386807, "in-drivable-lane": 2.299999999999992, "deviation-heading": 2.215628344995436, "deviation-center-line": 2.023210193830149}, "ep003": {"driven_any": 0.5999532042913193, "driven_lanedir": 0.5964093871795246, "in-drivable-lane": 0, "deviation-heading": 0.18753234793396376, "deviation-center-line": 0.1817159427863016}, "ep004": {"driven_any": 5.335415033020682, "driven_lanedir": 3.509291917428582, "in-drivable-lane": 5.233333333333316, "deviation-heading": 2.464184498392958, "deviation-center-line": 1.4577820090177382}}
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13592964David AbrahamPytorch ILaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:55
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driven_lanedir_median5.749395679475979
deviation-center-line_median0.347634253630104
in-drivable-lane_median0.4333333333333319


other stats
deviation-center-line_max0.5111111616035504
deviation-center-line_mean0.3479116826253449
deviation-center-line_min0.13251873534361489
deviation-heading_max1.1373343382148349
deviation-heading_mean0.8632520904088963
deviation-heading_median0.8078683518875738
deviation-heading_min0.7032014807175528
driven_any_max8.62244210140512
driven_any_mean6.11324424653707
driven_any_median5.93619673853078
driven_any_min2.5766067227474094
driven_lanedir_max7.979349619835507
driven_lanedir_mean5.492691452058907
driven_lanedir_min2.2845811043254067
in-drivable-lane_max0.8666666666666664
in-drivable-lane_mean0.42666666666666575
in-drivable-lane_min0.06666666666666643
per-episodes
details{"ep000": {"driven_any": 5.593346433839558, "driven_lanedir": 4.494948193241901, "in-drivable-lane": 0.8666666666666664, "deviation-heading": 0.7645059100430425, "deviation-center-line": 0.26736005702345483}, "ep001": {"driven_any": 7.837629236162479, "driven_lanedir": 6.955182663415744, "in-drivable-lane": 0.6999999999999975, "deviation-heading": 0.9033503711814784, "deviation-center-line": 0.4809342055260003}, "ep002": {"driven_any": 8.62244210140512, "driven_lanedir": 7.979349619835507, "in-drivable-lane": 0.4333333333333319, "deviation-heading": 1.1373343382148349, "deviation-center-line": 0.5111111616035504}, "ep003": {"driven_any": 5.93619673853078, "driven_lanedir": 5.749395679475979, "in-drivable-lane": 0.06666666666666643, "deviation-heading": 0.8078683518875738, "deviation-center-line": 0.347634253630104}, "ep004": {"driven_any": 2.5766067227474094, "driven_lanedir": 2.2845811043254067, "in-drivable-lane": 0.06666666666666687, "deviation-heading": 0.7032014807175528, "deviation-center-line": 0.13251873534361489}}
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135851219Mandana Samiei 🇨🇦Improved ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:04
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135681219Mandana Samiei 🇨🇦Improved ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:57
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simulation-passed1
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13562705Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:59
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driven_lanedir_median1.0711773643771023
deviation-center-line_median0.05772229232644795
in-drivable-lane_median0


other stats
deviation-center-line_max0.0709747363269976
deviation-center-line_mean0.04681021951786836
deviation-center-line_min0.018599462582285224
deviation-heading_max0.2722165588357286
deviation-heading_mean0.18534345729761423
deviation-heading_median0.15599479328360444
deviation-heading_min0.1237847430311322
driven_any_max1.327980007785431
driven_any_mean1.0749868801091875
driven_any_median1.0999875048658898
driven_any_min0.7519950019463577
driven_lanedir_max1.2818869545033411
driven_lanedir_mean0.8403601946710945
driven_lanedir_min0.09265588584703988
in-drivable-lane_max0.7333333333333333
in-drivable-lane_mean0.15333333333333332
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.0939837563256614, "driven_lanedir": 0.09265588584703988, "in-drivable-lane": 0.7333333333333333, "deviation-heading": 0.2722165588357286, "deviation-center-line": 0.025413824564785067}, "ep001": {"driven_any": 1.327980007785431, "driven_lanedir": 1.2818869545033411, "in-drivable-lane": 0, "deviation-heading": 0.2208949060038085, "deviation-center-line": 0.0709747363269976}, "ep002": {"driven_any": 0.7519950019463577, "driven_lanedir": 0.6740746128764495, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.15599479328360444, "deviation-center-line": 0.018599462582285224}, "ep003": {"driven_any": 1.1009881296225992, "driven_lanedir": 1.0711773643771023, "in-drivable-lane": 0, "deviation-heading": 0.15382628533379752, "deviation-center-line": 0.05772229232644795}, "ep004": {"driven_any": 1.0999875048658898, "driven_lanedir": 1.0820061557515392, "in-drivable-lane": 0, "deviation-heading": 0.1237847430311322, "deviation-center-line": 0.06134078178882596}}
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13553959Benjamin Ramtoula 🇨🇦My ROS solution - param 1aido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:46
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driven_lanedir_median0.08983339005539426
deviation-center-line_median0.08227487275834179
in-drivable-lane_median1.4333333333333331


other stats
deviation-center-line_max0.9731549765172236
deviation-center-line_mean0.2386816487877689
deviation-center-line_min0.014873654215238173
deviation-heading_max7.299728849064959
deviation-heading_mean2.1790529699592103
deviation-heading_median1.2235075040548038
deviation-heading_min0.18393155346168
driven_any_max3.1791909860177574
driven_any_mean0.988990527863998
driven_any_median0.4924696490627076
driven_any_min0.28592807244688767
driven_lanedir_max0.7419648958102611
driven_lanedir_mean0.1995023700473249
driven_lanedir_min0.02955024606194634
in-drivable-lane_max8.133333333333324
in-drivable-lane_mean2.5199999999999987
in-drivable-lane_min0.5999999999999999
per-episodes
details{"ep000": {"driven_any": 0.6613652730445059, "driven_lanedir": 0.10420747388875128, "in-drivable-lane": 1.5666666666666662, "deviation-heading": 1.5103983055047188, "deviation-center-line": 0.09475005560205836}, "ep001": {"driven_any": 0.4924696490627076, "driven_lanedir": 0.08983339005539426, "in-drivable-lane": 1.4333333333333331, "deviation-heading": 1.2235075040548038, "deviation-center-line": 0.08227487275834179}, "ep002": {"driven_any": 3.1791909860177574, "driven_lanedir": 0.7419648958102611, "in-drivable-lane": 8.133333333333324, "deviation-heading": 7.299728849064959, "deviation-center-line": 0.9731549765172236}, "ep003": {"driven_any": 0.3259986587481308, "driven_lanedir": 0.02955024606194634, "in-drivable-lane": 0.866666666666668, "deviation-heading": 0.6776986377098901, "deviation-center-line": 0.028354684845982633}, "ep004": {"driven_any": 0.28592807244688767, "driven_lanedir": 0.03195584442027166, "in-drivable-lane": 0.5999999999999999, "deviation-heading": 0.18393155346168, "deviation-center-line": 0.014873654215238173}}
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13541957Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:27
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videos1
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13535702Benjamin Ramtoula 🇨🇦My modified ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:16
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driven_lanedir_median0.9625386380278164
deviation-center-line_median0.09970181343969724
in-drivable-lane_median0


other stats
deviation-center-line_max0.5295253643932197
deviation-center-line_mean0.18343561229383304
deviation-center-line_min0.042189712995487794
deviation-heading_max2.4289767348234994
deviation-heading_mean0.9085580655472058
deviation-heading_median0.3164443555891408
deviation-heading_min0.16426783100512757
driven_any_max4.706291501524098
driven_any_mean1.7372251969010808
driven_any_median0.990184311138976
driven_any_min0.3685148042679576
driven_lanedir_max3.669384476203621
driven_lanedir_mean1.393920547513935
driven_lanedir_min0.3520150017631538
in-drivable-lane_max0.9333333333333328
in-drivable-lane_mean0.23999999999999969
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 4.706291501524098, "driven_lanedir": 3.669384476203621, "in-drivable-lane": 0.9333333333333328, "deviation-heading": 2.4289767348234994, "deviation-center-line": 0.5295253643932197}, "ep001": {"driven_any": 0.3685148042679576, "driven_lanedir": 0.3520150017631538, "in-drivable-lane": 0, "deviation-heading": 0.16426783100512757, "deviation-center-line": 0.042189712995487794}, "ep002": {"driven_any": 2.0811304631310965, "driven_lanedir": 1.4996765631271127, "in-drivable-lane": 0.2666666666666657, "deviation-heading": 1.34568495182452, "deviation-center-line": 0.1979461768590443}, "ep003": {"driven_any": 0.540004904443277, "driven_lanedir": 0.48598805844797055, "in-drivable-lane": 0, "deviation-heading": 0.3164443555891408, "deviation-center-line": 0.04781499378171615}, "ep004": {"driven_any": 0.990184311138976, "driven_lanedir": 0.9625386380278164, "in-drivable-lane": 0, "deviation-heading": 0.28741645449374076, "deviation-center-line": 0.09970181343969724}}
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13533702Benjamin Ramtoula 🇨🇦My modified ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:53
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13530702Benjamin Ramtoula 🇨🇦My modified ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median1.466666666666668


other stats
episodes
details{"ep000": {"nsteps": 217, "reward": -3.996959954852126, "good_angle": 1.681460834127528, "survival_time": 7.233333333333317, "traveled_tiles": 7, "valid_direction": 3.3999999999999924}, "ep001": {"nsteps": 19, "reward": -52.26678472110316, "good_angle": 0.15695032735037062, "survival_time": 0.6333333333333333, "traveled_tiles": 2, "valid_direction": 0.13333333333333336}, "ep002": {"nsteps": 92, "reward": -10.350152216608755, "good_angle": 1.3790858997828987, "survival_time": 3.0666666666666655, "traveled_tiles": 4, "valid_direction": 1.7333333333333314}, "ep003": {"nsteps": 27, "reward": -37.04084553873098, "good_angle": 1.9548899688096448, "survival_time": 0.8999999999999999, "traveled_tiles": 3, "valid_direction": 0.4999999999999999}, "ep004": {"nsteps": 44, "reward": -22.28403940864585, "good_angle": 0.10327518256808772, "survival_time": 1.466666666666668, "traveled_tiles": 2, "valid_direction": 0.26666666666666683}}
good_angle_max1.9548899688096448
good_angle_mean1.055132442527706
good_angle_median1.3790858997828987
good_angle_min0.10327518256808772
reward_max-3.996959954852126
reward_mean-25.187756367988175
reward_median-22.28403940864585
reward_min-52.26678472110316
survival_time_max7.233333333333317
survival_time_mean2.659999999999997
survival_time_min0.6333333333333333
traveled_tiles_max7
traveled_tiles_mean3.6
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max3.3999999999999924
valid_direction_mean1.2066666666666648
valid_direction_median0.4999999999999999
valid_direction_min0.13333333333333336
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13528703Jonathan Plante 🇨🇦Random executionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median2.666666666666667


other stats
episodes
details{"ep000": {"nsteps": 80, "reward": -13.5707463754341, "good_angle": 1.7440940192908707, "survival_time": 2.666666666666667, "traveled_tiles": 2, "valid_direction": 0.9999999999999984}, "ep001": {"nsteps": 100, "reward": -9.4997061850148, "good_angle": 0.7376614894472492, "survival_time": 3.3333333333333313, "traveled_tiles": 3, "valid_direction": 0.7999999999999972}, "ep002": {"nsteps": 58, "reward": -16.986137241960087, "good_angle": 0.385241840627059, "survival_time": 1.933333333333336, "traveled_tiles": 2, "valid_direction": 0.8000000000000025}, "ep003": {"nsteps": 31, "reward": -31.919570784910672, "good_angle": 0.02246500834206979, "survival_time": 1.0333333333333332, "traveled_tiles": 1, "valid_direction": 0}, "ep004": {"nsteps": 85, "reward": -11.66810414499658, "good_angle": 0.4539420358248656, "survival_time": 2.833333333333333, "traveled_tiles": 3, "valid_direction": 0.8666666666666636}}
good_angle_max1.7440940192908707
good_angle_mean0.6686808787064228
good_angle_median0.4539420358248656
good_angle_min0.02246500834206979
reward_max-9.4997061850148
reward_mean-16.72885294646325
reward_median-13.5707463754341
reward_min-31.919570784910672
survival_time_max3.3333333333333313
survival_time_mean2.3600000000000003
survival_time_min1.0333333333333332
traveled_tiles_max3
traveled_tiles_mean2.2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max0.9999999999999984
valid_direction_mean0.6933333333333322
valid_direction_median0.8000000000000025
valid_direction_min0
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13522703Jonathan Plante 🇨🇦Random executionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:21
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other stats
simulation-passed1
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13514701Benjamin Ramtoula 🇨🇦My modified ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:58
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driven_lanedir_median4.604091965865259
deviation-center-line_median0.425471831409666
in-drivable-lane_median0.1333333333333333


other stats
deviation-center-line_max1.7059798864094065
deviation-center-line_mean0.743214711429151
deviation-center-line_min0.03384307342225714
deviation-heading_max4.378052413096013
deviation-heading_mean2.050031979427378
deviation-heading_median1.5480714337091876
deviation-heading_min0.1368465730615221
driven_any_max13.376724361158692
driven_any_mean6.493646364156502
driven_any_median5.003158160377602
driven_any_min0.4312008855907454
driven_lanedir_max11.259027594146367
driven_lanedir_mean5.472618936526671
driven_lanedir_min0.3755487089721268
in-drivable-lane_max2
in-drivable-lane_mean0.82
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 13.376724361158692, "driven_lanedir": 11.259027594146367, "in-drivable-lane": 1.8333333333333328, "deviation-heading": 3.820127911723107, "deviation-center-line": 1.7059798864094065}, "ep001": {"driven_any": 13.116782415405655, "driven_lanedir": 10.706696806072468, "in-drivable-lane": 2, "deviation-heading": 4.378052413096013, "deviation-center-line": 1.5067374116640306}, "ep002": {"driven_any": 0.4312008855907454, "driven_lanedir": 0.4177296075771335, "in-drivable-lane": 0, "deviation-heading": 0.1368465730615221, "deviation-center-line": 0.03384307342225714}, "ep003": {"driven_any": 5.003158160377602, "driven_lanedir": 4.604091965865259, "in-drivable-lane": 0.13333333333333286, "deviation-heading": 1.5480714337091876, "deviation-center-line": 0.425471831409666}, "ep004": {"driven_any": 0.5403659982498157, "driven_lanedir": 0.3755487089721268, "in-drivable-lane": 0.1333333333333333, "deviation-heading": 0.36706156554706126, "deviation-center-line": 0.04404135424039474}}
No reset possible
13512446Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:26
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 58, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Env Duckietown-Lf-Lfv-Navv-Silent-v1 not found (valid versions include ['Duckietown-Lf-Lfv-Navv-Silent-v0'])

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13501699Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:24
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driven_lanedir_median0.8795230585068441
deviation-center-line_median0.2996626535537166
in-drivable-lane_median0.36666666666666714


other stats
deviation-center-line_max1.7186869679158427
deviation-center-line_mean0.6923967567945983
deviation-center-line_min0.07337729864062047
deviation-heading_max1.8605278053514036
deviation-heading_mean1.0599800406177189
deviation-heading_median1.4221542128343794
deviation-heading_min0.1979521882222297
driven_any_max5.335599085890078
driven_any_mean2.2176288951029757
driven_any_median1.1245190887600518
driven_any_min0.2784709660570083
driven_lanedir_max3.5045446274401355
driven_lanedir_mean1.5605505540355658
driven_lanedir_min0.26492415380042367
in-drivable-lane_max5.3666666666666485
in-drivable-lane_mean1.819999999999995
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 3.7817606241420902, "driven_lanedir": 2.591089910299913, "in-drivable-lane": 3.3666666666666587, "deviation-heading": 1.6000443496123804, "deviation-center-line": 1.1978822393083133}, "ep001": {"driven_any": 0.2784709660570083, "driven_lanedir": 0.26492415380042367, "in-drivable-lane": 0, "deviation-heading": 0.21922164706820127, "deviation-center-line": 0.07337729864062047}, "ep002": {"driven_any": 1.1245190887600518, "driven_lanedir": 0.8795230585068441, "in-drivable-lane": 0.36666666666666714, "deviation-heading": 1.4221542128343794, "deviation-center-line": 0.2996626535537166}, "ep003": {"driven_any": 0.5677947106656492, "driven_lanedir": 0.5626710201305127, "in-drivable-lane": 0, "deviation-heading": 0.1979521882222297, "deviation-center-line": 0.17237462455449842}, "ep004": {"driven_any": 5.335599085890078, "driven_lanedir": 3.5045446274401355, "in-drivable-lane": 5.3666666666666485, "deviation-heading": 1.8605278053514036, "deviation-center-line": 1.7186869679158427}}
No reset possible
13499445Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:25
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 58, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Env Duckietown-Lf-Lfv-Navv-Silent-v1 not found (valid versions include ['Duckietown-Lf-Lfv-Navv-Silent-v0'])

Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
No reset possible
134871209Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:36
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driven_lanedir_median4.345667420709232
deviation-center-line_median0.4568601744860368
in-drivable-lane_median2.4666666666666655


other stats
deviation-center-line_max1.3761685962289705
deviation-center-line_mean0.6841141303875073
deviation-center-line_min0.06055015697733259
deviation-heading_max1.9687797930962576
deviation-heading_mean1.1163303511689049
deviation-heading_median1.360633313797356
deviation-heading_min0.0882449622063983
driven_any_max16.051472068091595
driven_any_mean8.19631034975696
driven_any_median5.097284390928105
driven_any_min0.6554434243410664
driven_lanedir_max10.0939321320145
driven_lanedir_mean4.641268658661043
driven_lanedir_min0.6477832870665321
in-drivable-lane_max9.199999999999974
in-drivable-lane_mean3.4999999999999907
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 3.555251651880876, "driven_lanedir": 1.1855305113007784, "in-drivable-lane": 2.4666666666666655, "deviation-heading": 0.34906588474423134, "deviation-center-line": 0.26684126141912345}, "ep001": {"driven_any": 15.622100213543158, "driven_lanedir": 10.0939321320145, "in-drivable-lane": 5.366666666666649, "deviation-heading": 1.9687797930962576, "deviation-center-line": 1.3761685962289705}, "ep002": {"driven_any": 16.051472068091595, "driven_lanedir": 6.933429942214177, "in-drivable-lane": 9.199999999999974, "deviation-heading": 1.8149278020002817, "deviation-center-line": 1.2601504628260731}, "ep003": {"driven_any": 0.6554434243410664, "driven_lanedir": 0.6477832870665321, "in-drivable-lane": 0, "deviation-heading": 0.0882449622063983, "deviation-center-line": 0.06055015697733259}, "ep004": {"driven_any": 5.097284390928105, "driven_lanedir": 4.345667420709232, "in-drivable-lane": 0.4666666666666657, "deviation-heading": 1.360633313797356, "deviation-center-line": 0.4568601744860368}}
No reset possible
134821209Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:41
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other stats
videos1
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134801209Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median5.299999999999991


other stats
episodes
details{"ep000": {"nsteps": 114, "reward": -9.10266411161814, "good_angle": 1.0064260400378962, "survival_time": 3.799999999999996, "traveled_tiles": 7, "valid_direction": 1.299999999999999}, "ep001": {"nsteps": 462, "reward": -2.0410606914615155, "good_angle": 1.4212695717162012, "survival_time": 15.399999999999956, "traveled_tiles": 18, "valid_direction": 2.899999999999992}, "ep002": {"nsteps": 500, "reward": -0.011075066437828357, "good_angle": 1.940325076492552, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 4.2333333333333245}, "ep003": {"nsteps": 20, "reward": -49.73581642471254, "good_angle": 0.07497788520460826, "survival_time": 0.6666666666666666, "traveled_tiles": 2, "valid_direction": 0.09999999999999998}, "ep004": {"nsteps": 159, "reward": -6.2666633574221775, "good_angle": 9.601401922182, "survival_time": 5.299999999999991, "traveled_tiles": 10, "valid_direction": 2.1999999999999975}}
good_angle_max9.601401922182
good_angle_mean2.808880099126651
good_angle_median1.4212695717162012
good_angle_min0.07497788520460826
reward_max-0.011075066437828357
reward_mean-13.43145593033044
reward_median-6.2666633574221775
reward_min-49.73581642471254
survival_time_max16.666666666666654
survival_time_mean8.366666666666651
survival_time_min0.6666666666666666
traveled_tiles_max18
traveled_tiles_mean11
traveled_tiles_median10
traveled_tiles_min2
valid_direction_max4.2333333333333245
valid_direction_mean2.1466666666666625
valid_direction_median2.1999999999999975
valid_direction_min0.09999999999999998
No reset possible
13472443Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:25
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 58, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Env Duckietown-Lf-Lfv-Navv-Silent-v1 not found (valid versions include ['Duckietown-Lf-Lfv-Navv-Silent-v0'])

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No reset possible
134681208Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:32
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driven_lanedir_median1.0536433327050494
deviation-center-line_median0.08198843977015034
in-drivable-lane_median0


other stats
deviation-center-line_max0.6416935795495226
deviation-center-line_mean0.1909531310799621
deviation-center-line_min0.05212503066783395
deviation-heading_max3.930502820853928
deviation-heading_mean0.919102159085856
deviation-heading_median0.20080725444979103
deviation-heading_min0.043767648089746966
driven_any_max11.080011071301913
driven_any_mean3.268829682124032
driven_any_median1.496219883095601
driven_any_min0.760000000000006
driven_lanedir_max8.938048162202207
driven_lanedir_mean2.679330897780768
driven_lanedir_min0.7583624342945385
in-drivable-lane_max1.0333333333333317
in-drivable-lane_mean0.3266666666666663
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.496219883095601, "driven_lanedir": 0.7631625727205744, "in-drivable-lane": 0.6, "deviation-heading": 0.20080725444979103, "deviation-center-line": 0.08198843977015034}, "ep001": {"driven_any": 0.760000000000006, "driven_lanedir": 0.7583624342945385, "in-drivable-lane": 0, "deviation-heading": 0.043767648089746966, "deviation-center-line": 0.05856940306194948}, "ep002": {"driven_any": 1.0862998378151754, "driven_lanedir": 1.0536433327050494, "in-drivable-lane": 0, "deviation-heading": 0.1980378630356805, "deviation-center-line": 0.05212503066783395}, "ep003": {"driven_any": 1.9216176184074651, "driven_lanedir": 1.883437986981471, "in-drivable-lane": 0, "deviation-heading": 0.2223952090001332, "deviation-center-line": 0.12038920235035425}, "ep004": {"driven_any": 11.080011071301913, "driven_lanedir": 8.938048162202207, "in-drivable-lane": 1.0333333333333317, "deviation-heading": 3.930502820853928, "deviation-center-line": 0.6416935795495226}}
No reset possible
13463442Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:32
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 58, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Env Duckietown-Lf-Lfv-Navv-Silent-v1 not found (valid versions include ['Duckietown-Lf-Lfv-Navv-Silent-v0'])

Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
No reset possible
13453952Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:53
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other stats
simulation-passed1
No reset possible
134461206Mandana Samiei 🇨🇦Improved ROS-based solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:55
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driven_lanedir_median0.2920872091989901
deviation-center-line_median0.06323015362122944
in-drivable-lane_median0.03333333333333344


other stats
deviation-center-line_max0.1319437018378884
deviation-center-line_mean0.06178069777930545
deviation-center-line_min0
deviation-heading_max0.9467776233892972
deviation-heading_mean0.400167188383702
deviation-heading_median0.22758542592116027
deviation-heading_min0
driven_any_max1.1274680150831613
driven_any_mean0.5905135945749852
driven_any_median0.6114688251436645
driven_any_min0.15757975181082434
driven_lanedir_max0.9691248133576496
driven_lanedir_mean0.432055603511271
driven_lanedir_min0
in-drivable-lane_max0.5666666666666667
in-drivable-lane_mean0.15333333333333335
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.2748182329537387, "driven_lanedir": 0, "in-drivable-lane": 0.5666666666666667, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.7812331478835376, "driven_lanedir": 0.7618343685177029, "in-drivable-lane": 0, "deviation-heading": 0.22758542592116027, "deviation-center-line": 0.06323015362122944}, "ep002": {"driven_any": 0.15757975181082434, "driven_lanedir": 0.13723162648201237, "in-drivable-lane": 0, "deviation-heading": 0.13714970422058806, "deviation-center-line": 0.015101233009224538}, "ep003": {"driven_any": 1.1274680150831613, "driven_lanedir": 0.9691248133576496, "in-drivable-lane": 0.03333333333333344, "deviation-heading": 0.6893231883874646, "deviation-center-line": 0.1319437018378884}, "ep004": {"driven_any": 0.6114688251436645, "driven_lanedir": 0.2920872091989901, "in-drivable-lane": 0.16666666666666663, "deviation-heading": 0.9467776233892972, "deviation-center-line": 0.09862840042818488}}
No reset possible
13444440Orlando Marquez 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.3388604099994991, "good_angle": 13.651709174558318, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.96666666666666}, "ep001": {"nsteps": 500, "reward": -0.4117335636704229, "good_angle": 31.52401146674872, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.933333333333325}, "ep002": {"nsteps": 500, "reward": 0.274992025469197, "good_angle": 13.621946313251938, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 13.133333333333322}, "ep003": {"nsteps": 500, "reward": 0.2349513537981547, "good_angle": 13.650550563968167, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.933333333333325}, "ep004": {"nsteps": 500, "reward": 0.31747576739639044, "good_angle": 13.611830103442935, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.89999999999999}}
good_angle_max31.52401146674872
good_angle_mean17.212009524394016
good_angle_median13.650550563968167
good_angle_min13.611830103442935
reward_max0.3388604099994991
reward_mean0.1509091985985637
reward_median0.274992025469197
reward_min-0.4117335636704229
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max2
traveled_tiles_mean1.6
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max13.133333333333322
valid_direction_mean12.973333333333324
valid_direction_median12.933333333333325
valid_direction_min12.89999999999999
No reset possible
13436951Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median2.4666666666666677


other stats
episodes
details{"ep000": {"nsteps": 74, "reward": -14.0622803293974, "good_angle": 0.3871492720500395, "survival_time": 2.4666666666666677, "traveled_tiles": 2, "valid_direction": 1.3000000000000025}, "ep001": {"nsteps": 13, "reward": -76.59633878618479, "good_angle": 0.010777622015453405, "survival_time": 0.4333333333333333, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 252, "reward": -3.330004612298032, "good_angle": 0.6441152589953887, "survival_time": 8.39999999999998, "traveled_tiles": 11, "valid_direction": 2.199999999999998}, "ep003": {"nsteps": 13, "reward": -76.62041334120127, "good_angle": 0.009783800310901055, "survival_time": 0.4333333333333333, "traveled_tiles": 1, "valid_direction": 0}, "ep004": {"nsteps": 259, "reward": -3.860285488280924, "good_angle": 8.994403393185822, "survival_time": 8.633333333333313, "traveled_tiles": 3, "valid_direction": 5.233333333333319}}
good_angle_max8.994403393185822
good_angle_mean2.009245869311521
good_angle_median0.3871492720500395
good_angle_min0.009783800310901055
reward_max-3.330004612298032
reward_mean-34.89386451147248
reward_median-14.0622803293974
reward_min-76.62041334120127
survival_time_max8.633333333333313
survival_time_mean4.073333333333325
survival_time_min0.4333333333333333
traveled_tiles_max11
traveled_tiles_mean3.8
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max5.233333333333319
valid_direction_mean1.746666666666664
valid_direction_median1.3000000000000025
valid_direction_min0
No reset possible
13428440Orlando Marquez 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:07:38
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simulation-passed1
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13415692Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:02
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videos1
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134091205Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:02:01
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simulation-passed1
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134011204Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:02:41
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simulation-passed1
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133841202Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median2.0000000000000027


other stats
episodes
details{"ep000": {"nsteps": 210, "reward": -4.78631699511482, "good_angle": 1.256515351406738, "survival_time": 6.999999999999985, "traveled_tiles": 12, "valid_direction": 2.566666666666662}, "ep001": {"nsteps": 24, "reward": -41.24453545423845, "good_angle": 0.01658898616632334, "survival_time": 0.7999999999999999, "traveled_tiles": 3, "valid_direction": 0.033333333333333326}, "ep002": {"nsteps": 139, "reward": -7.546578518684498, "good_angle": 3.4280587326217655, "survival_time": 4.633333333333327, "traveled_tiles": 7, "valid_direction": 1.933333333333331}, "ep003": {"nsteps": 60, "reward": -16.187485248453836, "good_angle": 0.4719523495709407, "survival_time": 2.0000000000000027, "traveled_tiles": 4, "valid_direction": 0.9333333333333348}, "ep004": {"nsteps": 29, "reward": -34.70086886168554, "good_angle": 2.6076207567829255, "survival_time": 0.9666666666666666, "traveled_tiles": 3, "valid_direction": 0.6333333333333332}}
good_angle_max3.4280587326217655
good_angle_mean1.5561472353097383
good_angle_median1.256515351406738
good_angle_min0.01658898616632334
reward_max-4.78631699511482
reward_mean-20.89315701563543
reward_median-16.187485248453836
reward_min-41.24453545423845
survival_time_max6.999999999999985
survival_time_mean3.0799999999999965
survival_time_min0.7999999999999999
traveled_tiles_max12
traveled_tiles_mean5.8
traveled_tiles_median4
traveled_tiles_min3
valid_direction_max2.566666666666662
valid_direction_mean1.2199999999999986
valid_direction_median0.9333333333333348
valid_direction_min0.033333333333333326
No reset possible
133791200Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median2.999999999999999


other stats
episodes
details{"ep000": {"nsteps": 90, "reward": -11.298876543508635, "good_angle": 0.8476263132186935, "survival_time": 2.999999999999999, "traveled_tiles": 5, "valid_direction": 1.4999999999999996}, "ep001": {"nsteps": 91, "reward": -10.73169351749859, "good_angle": 1.079410892295759, "survival_time": 3.0333333333333323, "traveled_tiles": 5, "valid_direction": 1.5999999999999988}, "ep002": {"nsteps": 223, "reward": -4.378477335781054, "good_angle": 4.453509245360747, "survival_time": 7.433333333333317, "traveled_tiles": 9, "valid_direction": 3.366666666666659}, "ep003": {"nsteps": 71, "reward": -13.599686716276576, "good_angle": 0.4532314768698841, "survival_time": 2.366666666666668, "traveled_tiles": 4, "valid_direction": 0.8333333333333345}, "ep004": {"nsteps": 73, "reward": -13.31121118723938, "good_angle": 0.7756852657838909, "survival_time": 2.4333333333333345, "traveled_tiles": 5, "valid_direction": 1.3333333333333337}}
good_angle_max4.453509245360747
good_angle_mean1.5218926387057947
good_angle_median0.8476263132186935
good_angle_min0.4532314768698841
reward_max-4.378477335781054
reward_mean-10.663989060060846
reward_median-11.298876543508635
reward_min-13.599686716276576
survival_time_max7.433333333333317
survival_time_mean3.6533333333333298
survival_time_min2.366666666666668
traveled_tiles_max9
traveled_tiles_mean5.6
traveled_tiles_median5
traveled_tiles_min4
valid_direction_max3.366666666666659
valid_direction_mean1.7266666666666652
valid_direction_median1.4999999999999996
valid_direction_min0.8333333333333345
No reset possible
13365432Bhairav MehtaTemplate for ROS Submissionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:40
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other stats
videos1
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13361432Bhairav MehtaTemplate for ROS Submissionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median0.6


other stats
episodes
details{"ep000": {"nsteps": 18, "reward": -57.28888430198034, "good_angle": 0.16944077882809755, "survival_time": 0.6, "traveled_tiles": 1, "valid_direction": 0.43333333333333335}, "ep001": {"nsteps": 10, "reward": -99.8786155693233, "good_angle": 0.12338254478237828, "survival_time": 0.3333333333333333, "traveled_tiles": 1, "valid_direction": 0.2666666666666666}, "ep002": {"nsteps": 24, "reward": -41.532461223037295, "good_angle": 0.2604532766186083, "survival_time": 0.7999999999999999, "traveled_tiles": 2, "valid_direction": 0.3333333333333333}, "ep003": {"nsteps": 35, "reward": -28.00470290684274, "good_angle": 0.2435685672066581, "survival_time": 1.166666666666667, "traveled_tiles": 2, "valid_direction": 0.566666666666667}, "ep004": {"nsteps": 15, "reward": -66.18564803178111, "good_angle": 0.03807280090504841, "survival_time": 0.49999999999999994, "traveled_tiles": 1, "valid_direction": 0.1333333333333333}}
good_angle_max0.2604532766186083
good_angle_mean0.16698359366815813
good_angle_median0.16944077882809755
good_angle_min0.03807280090504841
reward_max-28.00470290684274
reward_mean-58.57806240659296
reward_median-57.28888430198034
reward_min-99.8786155693233
survival_time_max1.166666666666667
survival_time_mean0.68
survival_time_min0.3333333333333333
traveled_tiles_max2
traveled_tiles_mean1.4
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max0.566666666666667
valid_direction_mean0.3466666666666667
valid_direction_median0.3333333333333333
valid_direction_min0.1333333333333333
No reset possible
13349428????????? ???????Random executionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:05:11
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driven_lanedir_median0.3193129826035741
deviation-center-line_median0.9740403551618104
in-drivable-lane_median0


other stats
deviation-center-line_max1.1929987152144714
deviation-center-line_mean0.6987693114422537
deviation-center-line_min0
deviation-heading_max1.1804023800821166
deviation-heading_mean0.6806599319287109
deviation-heading_median0.5710794021342424
deviation-heading_min0
driven_any_max19.91999999999997
driven_any_mean19.919999999999852
driven_any_median19.919999999999828
driven_any_min19.919999999999764
driven_lanedir_max0.719611580189313
driven_lanedir_mean0.3995144762365416
driven_lanedir_min0
in-drivable-lane_max16.63333333333332
in-drivable-lane_mean3.6599999999999966
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 19.91999999999997, "driven_lanedir": 0, "in-drivable-lane": 16.63333333333332, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 19.91999999999993, "driven_lanedir": 0.3193129826035741, "in-drivable-lane": 0, "deviation-heading": 1.0920028198391911, "deviation-center-line": 1.1057527042522184}, "ep002": {"driven_any": 19.919999999999764, "driven_lanedir": 0.3190023241110884, "in-drivable-lane": 1.6666666666666652, "deviation-heading": 1.1804023800821166, "deviation-center-line": 0.22105478258276837}, "ep003": {"driven_any": 19.919999999999828, "driven_lanedir": 0.6396454942787324, "in-drivable-lane": 0, "deviation-heading": 0.5710794021342424, "deviation-center-line": 1.1929987152144714}, "ep004": {"driven_any": 19.919999999999774, "driven_lanedir": 0.719611580189313, "in-drivable-lane": 0, "deviation-heading": 0.5598150575880042, "deviation-center-line": 0.9740403551618104}}
No reset possible
13343684Maxim Kuzmin 🇷🇺ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median1.2666666666666673


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.014896226447541266, "good_angle": 1.9114107197741157, "survival_time": 16.666666666666654, "traveled_tiles": 10, "valid_direction": 3.4333333333333496}, "ep001": {"nsteps": 29, "reward": -34.15884954896595, "good_angle": 0.1999264568335856, "survival_time": 0.9666666666666666, "traveled_tiles": 2, "valid_direction": 0.19999999999999996}, "ep002": {"nsteps": 114, "reward": -8.246205725886842, "good_angle": 0.469387514944426, "survival_time": 3.799999999999996, "traveled_tiles": 3, "valid_direction": 0.4999999999999989}, "ep003": {"nsteps": 38, "reward": -26.03090177123484, "good_angle": 0.0967306050768097, "survival_time": 1.2666666666666673, "traveled_tiles": 1, "valid_direction": 0.10000000000000032}, "ep004": {"nsteps": 13, "reward": -76.80071076779411, "good_angle": 0.123612899970928, "survival_time": 0.4333333333333333, "traveled_tiles": 2, "valid_direction": 0.16666666666666663}}
good_angle_max1.9114107197741157
good_angle_mean0.5602136393199729
good_angle_median0.1999264568335856
good_angle_min0.0967306050768097
reward_max0.014896226447541266
reward_mean-29.04435431748684
reward_median-26.03090177123484
reward_min-76.80071076779411
survival_time_max16.666666666666654
survival_time_mean4.626666666666663
survival_time_min0.4333333333333333
traveled_tiles_max10
traveled_tiles_mean3.6
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max3.4333333333333496
valid_direction_mean0.8800000000000032
valid_direction_median0.19999999999999996
valid_direction_min0.10000000000000032
No reset possible
13336430Orlando Marquez 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:30
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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13322683Vadim Volodin 🇷🇺Random executionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:15
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other stats
simulation-passed1
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13312681Maxim Kuzmin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:00
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driven_lanedir_median0.5076404191880419
deviation-center-line_median0.07013888928640627
in-drivable-lane_median0.03333333333333344


other stats
deviation-center-line_max0.16305727241859105
deviation-center-line_mean0.09526761860704844
deviation-center-line_min0.03741714407783304
deviation-heading_max0.7505719364844302
deviation-heading_mean0.44594036001718296
deviation-heading_median0.4892766932116217
deviation-heading_min0.1491147950056593
driven_any_max1.270198863501847
driven_any_mean0.7880902612079123
driven_any_median0.6026394558930489
driven_any_min0.339744578309801
driven_lanedir_max1.069178306011047
driven_lanedir_mean0.5329780448308404
driven_lanedir_min0.16961306139766652
in-drivable-lane_max0.9333333333333343
in-drivable-lane_mean0.34000000000000025
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.6026394558930489, "driven_lanedir": 0.16961306139766652, "in-drivable-lane": 0.7333333333333333, "deviation-heading": 0.4892766932116217, "deviation-center-line": 0.07013888928640627}, "ep001": {"driven_any": 0.339744578309801, "driven_lanedir": 0.3253995921500348, "in-drivable-lane": 0, "deviation-heading": 0.1491147950056593, "deviation-center-line": 0.03741714407783304}, "ep002": {"driven_any": 1.270198863501847, "driven_lanedir": 0.5930588454074122, "in-drivable-lane": 0.9333333333333343, "deviation-heading": 0.7505719364844302, "deviation-center-line": 0.13875854962417927}, "ep003": {"driven_any": 0.5261487849350658, "driven_lanedir": 0.5076404191880419, "in-drivable-lane": 0, "deviation-heading": 0.1858639689693861, "deviation-center-line": 0.06696623762823256}, "ep004": {"driven_any": 1.201719623399798, "driven_lanedir": 1.069178306011047, "in-drivable-lane": 0.03333333333333344, "deviation-heading": 0.6548744064148178, "deviation-center-line": 0.16305727241859105}}
No reset possible
13309426Anton Mashikhin 🇷🇺PyTorch templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median2.8666666666666663


other stats
episodes
details{"ep000": {"nsteps": 68, "reward": -16.02255114425412, "good_angle": 1.2526487854565045, "survival_time": 2.2666666666666684, "traveled_tiles": 3, "valid_direction": 1.0333333333333343}, "ep001": {"nsteps": 147, "reward": -7.034163401250887, "good_angle": 1.1947111710949505, "survival_time": 4.899999999999992, "traveled_tiles": 6, "valid_direction": 2.866666666666666}, "ep002": {"nsteps": 54, "reward": -18.05503083655128, "good_angle": 0.4801982271776357, "survival_time": 1.8000000000000025, "traveled_tiles": 2, "valid_direction": 1.0666666666666689}, "ep003": {"nsteps": 86, "reward": -11.655663094180095, "good_angle": 1.081602149768196, "survival_time": 2.8666666666666663, "traveled_tiles": 3, "valid_direction": 2.666666666666666}, "ep004": {"nsteps": 99, "reward": -10.30543394680276, "good_angle": 1.8262506174431832, "survival_time": 3.299999999999998, "traveled_tiles": 4, "valid_direction": 2.533333333333331}}
good_angle_max1.8262506174431832
good_angle_mean1.167082190188094
good_angle_median1.1947111710949505
good_angle_min0.4801982271776357
reward_max-7.034163401250887
reward_mean-12.61456848460783
reward_median-11.655663094180095
reward_min-18.05503083655128
survival_time_max4.899999999999992
survival_time_mean3.026666666666665
survival_time_min1.8000000000000025
traveled_tiles_max6
traveled_tiles_mean3.6
traveled_tiles_median3
traveled_tiles_min2
valid_direction_max2.866666666666666
valid_direction_mean2.033333333333333
valid_direction_median2.533333333333331
valid_direction_min1.0333333333333343
No reset possible
13294426Anton Mashikhin 🇷🇺PyTorch templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:45
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simulation-passed1
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13291937David AbrahamPytorch ILaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:28
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 85, in run
    solve(params, cis)  # let's try to solve the challenge,
  File "solution.py", line 28, in solve
    model = PytorchTrainer().load().eval()
  File "/workspace/pytorch_model.py", line 33, in load
    self.model.load_state_dict(torch.load("trained_models/pytorch_convnet.pth"))
  File "/usr/local/lib/python2.7/dist-packages/torch/serialization.py", line 358, in load
    return _load(f, map_location, pickle_module)
  File "/usr/local/lib/python2.7/dist-packages/torch/serialization.py", line 542, in _load
    result = unpickler.load()
  File "/usr/local/lib/python2.7/dist-packages/torch/serialization.py", line 508, in persistent_load
    data_type(size), location)
  File "/usr/local/lib/python2.7/dist-packages/torch/serialization.py", line 104, in default_restore_location
    result = fn(storage, location)
  File "/usr/local/lib/python2.7/dist-packages/torch/serialization.py", line 75, in _cuda_deserialize
    raise RuntimeError('Attempting to deserialize object on a CUDA '
RuntimeError: Attempting to deserialize object on a CUDA device but torch.cuda.is_available() is False. If you are running on a CPU-only machine, please use torch.load with map_location='cpu' to map your storages to the CPU.


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132881192Ruixiang Zhang 🇨🇦stay youngaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:46
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
No reset possible
13282678Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:45
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driven_lanedir_median0.4022578037243032
deviation-center-line_median0.10877836016255832
in-drivable-lane_median0


other stats
deviation-center-line_max1.9344878771384524
deviation-center-line_mean0.4643566168946663
deviation-center-line_min0.027823697374179324
deviation-heading_max1.1611990908821046
deviation-heading_mean0.40326319611171835
deviation-heading_median0.237054513022317
deviation-heading_min0.16432364187677945
driven_any_max5.335257019138864
driven_any_mean1.3433968491699697
driven_any_median0.4071063034450065
driven_any_min0.11762980122743429
driven_lanedir_max3.2282499430469027
driven_lanedir_mean0.9101122954352172
driven_lanedir_min0.08204562830747886
in-drivable-lane_max6.366666666666648
in-drivable-lane_mean1.2733333333333294
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.335257019138864, "driven_lanedir": 3.2282499430469027, "in-drivable-lane": 6.366666666666648, "deviation-heading": 1.1611990908821046, "deviation-center-line": 1.9344878771384524}, "ep001": {"driven_any": 0.5250241833709441, "driven_lanedir": 0.5216598658497964, "in-drivable-lane": 0, "deviation-heading": 0.16432364187677945, "deviation-center-line": 0.16090590838897567}, "ep002": {"driven_any": 0.11762980122743429, "driven_lanedir": 0.08204562830747886, "in-drivable-lane": 0, "deviation-heading": 0.28533444910870565, "deviation-center-line": 0.027823697374179324}, "ep003": {"driven_any": 0.3319669386675993, "driven_lanedir": 0.31634823624760333, "in-drivable-lane": 0, "deviation-heading": 0.237054513022317, "deviation-center-line": 0.08978724140916541}, "ep004": {"driven_any": 0.4071063034450065, "driven_lanedir": 0.4022578037243032, "in-drivable-lane": 0, "deviation-heading": 0.16840428566868498, "deviation-center-line": 0.10877836016255832}}
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13278678Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:03
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13273422Jahanvi Kolte 🇺🇸Random executionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:14
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driven_lanedir_median0.7502397946854018
deviation-center-line_median0.1071007241419863
in-drivable-lane_median0


other stats
deviation-center-line_max0.14437961407736155
deviation-center-line_mean0.10292124733932012
deviation-center-line_min0.04115186175129722
deviation-heading_max0.6538064760147819
deviation-heading_mean0.4054072404418484
deviation-heading_median0.4299427098353557
deviation-heading_min0.13581218253503324
driven_any_max1.16858194406911
driven_any_mean0.9406610289992482
driven_any_median1.102342620928261
driven_any_min0.5298304123095358
driven_lanedir_max1.083040518546364
driven_lanedir_mean0.6888197383514634
driven_lanedir_min0.005296704294968979
in-drivable-lane_max2.366666666666668
in-drivable-lane_mean0.48000000000000026
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.102342620928261, "driven_lanedir": 0.005296704294968979, "in-drivable-lane": 2.366666666666668, "deviation-heading": 0.45700294912846734, "deviation-center-line": 0.04115186175129722}, "ep001": {"driven_any": 0.5298304123095358, "driven_lanedir": 0.5262000678769785, "in-drivable-lane": 0, "deviation-heading": 0.13581218253503324, "deviation-center-line": 0.10033892047652096}, "ep002": {"driven_any": 0.7803684808814961, "driven_lanedir": 0.7502397946854018, "in-drivable-lane": 0, "deviation-heading": 0.350471884695604, "deviation-center-line": 0.1216351162494346}, "ep003": {"driven_any": 1.1221816868078387, "driven_lanedir": 1.0793216063536035, "in-drivable-lane": 0, "deviation-heading": 0.4299427098353557, "deviation-center-line": 0.1071007241419863}, "ep004": {"driven_any": 1.16858194406911, "driven_lanedir": 1.083040518546364, "in-drivable-lane": 0.03333333333333344, "deviation-heading": 0.6538064760147819, "deviation-center-line": 0.14437961407736155}}
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13269422Jahanvi Kolte 🇺🇸Random executionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:44
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132621187Martin Weiss 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:55
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driven_lanedir_median0.7583624342945385
deviation-center-line_median0.05856940306194948
in-drivable-lane_median0.033333333333333326


other stats
deviation-center-line_max0.0848318451919554
deviation-center-line_mean0.046692309596965104
deviation-center-line_min0.00493459316827017
deviation-heading_max0.17871954277822616
deviation-heading_mean0.12290238968183878
deviation-heading_median0.1404921816205833
deviation-heading_min0.043767648089746966
driven_any_max1.12
driven_any_mean0.9520000000000014
driven_any_median1.0400000000000025
driven_any_min0.7599999999999976
driven_lanedir_max1.0891907711875215
driven_lanedir_mean0.7157737741226108
driven_lanedir_min0.00431907202387416
in-drivable-lane_max0.7999999999999999
in-drivable-lane_mean0.1733333333333333
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.0400000000000025, "driven_lanedir": 0.00431907202387416, "in-drivable-lane": 0.7999999999999999, "deviation-heading": 0.1516782451032673, "deviation-center-line": 0.00493459316827017}, "ep001": {"driven_any": 0.760000000000006, "driven_lanedir": 0.7583624342945385, "in-drivable-lane": 0, "deviation-heading": 0.043767648089746966, "deviation-center-line": 0.05856940306194948}, "ep002": {"driven_any": 0.7599999999999976, "driven_lanedir": 0.6711343097180644, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.17871954277822616, "deviation-center-line": 0.02298492709392346}, "ep003": {"driven_any": 1.0800000000000007, "driven_lanedir": 1.0558622833890554, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.09985433081737012, "deviation-center-line": 0.0848318451919554}, "ep004": {"driven_any": 1.12, "driven_lanedir": 1.0891907711875215, "in-drivable-lane": 0, "deviation-heading": 0.1404921816205833, "deviation-center-line": 0.062140779468727016}}
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132601187Martin Weiss 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:36
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13249676Gunshi Gupta 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:21
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simulation-passed1
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132311183Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:04:22
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driven_lanedir_median6.260765177841159
deviation-center-line_median1.131427380139446
in-drivable-lane_median6.333333333333315


other stats
deviation-center-line_max1.7307219943291832
deviation-center-line_mean1.1672956958988068
deviation-center-line_min0.4349909048289678
deviation-heading_max1.5891611750610546
deviation-heading_mean0.9956792981571936
deviation-heading_median0.8355966177571789
deviation-heading_min0.4897838287250477
driven_any_max18.09600511654996
driven_any_mean14.893216884195263
driven_any_median17.870769408332173
driven_any_min6.369582086798524
driven_lanedir_max12.035493525053576
driven_lanedir_mean8.329039485895859
driven_lanedir_min5.986725699706976
in-drivable-lane_max11.066666666666654
in-drivable-lane_mean5.999999999999986
in-drivable-lane_min0.03333333333333344
per-episodes
details{"ep000": {"driven_any": 17.928832583104267, "driven_lanedir": 11.147987068901074, "in-drivable-lane": 6.333333333333315, "deviation-heading": 1.271651565313877, "deviation-center-line": 1.7307219943291832}, "ep001": {"driven_any": 6.369582086798524, "driven_lanedir": 6.260765177841159, "in-drivable-lane": 0.03333333333333344, "deviation-heading": 0.4897838287250477, "deviation-center-line": 0.4349909048289678}, "ep002": {"driven_any": 18.09600511654996, "driven_lanedir": 5.986725699706976, "in-drivable-lane": 11.066666666666654, "deviation-heading": 0.7922033039288102, "deviation-center-line": 1.131427380139446}, "ep003": {"driven_any": 14.200895226191394, "driven_lanedir": 6.214225957976508, "in-drivable-lane": 7.299999999999976, "deviation-heading": 0.8355966177571789, "deviation-center-line": 1.0312221579556784}, "ep004": {"driven_any": 17.870769408332173, "driven_lanedir": 12.035493525053576, "in-drivable-lane": 5.26666666666665, "deviation-heading": 1.5891611750610546, "deviation-center-line": 1.508116042240759}}
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13205415Bhairav MehtaTemplate for ROS Submissionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:41
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videos1
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132001181Tien NguyenROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:48
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driven_lanedir_median0.554669421188567
deviation-center-line_median0.17647585217032985
in-drivable-lane_median0


other stats
deviation-center-line_max1.8943225357282116
deviation-center-line_mean0.4809156463032171
deviation-center-line_min0.029214990866420893
deviation-heading_max0.9887748872595368
deviation-heading_mean0.351916908115049
deviation-heading_median0.23954596916348012
deviation-heading_min0.11031409043737744
driven_any_max5.335204841427347
driven_any_mean1.396985370150851
driven_any_median0.5571634755229482
driven_any_min0.11769689157796624
driven_lanedir_max3.1446677798657827
driven_lanedir_mean0.949662269729501
driven_lanedir_min0.0865731050693177
in-drivable-lane_max6.666666666666647
in-drivable-lane_mean1.3333333333333297
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.335204841427347, "driven_lanedir": 3.1446677798657827, "in-drivable-lane": 6.666666666666647, "deviation-heading": 0.9887748872595368, "deviation-center-line": 1.8943225357282116}, "ep001": {"driven_any": 0.5999050780199782, "driven_lanedir": 0.58981407620713, "in-drivable-lane": 0, "deviation-heading": 0.23954596916348012, "deviation-center-line": 0.17939427732246083}, "ep002": {"driven_any": 0.11769689157796624, "driven_lanedir": 0.0865731050693177, "in-drivable-lane": 0, "deviation-heading": 0.27109787618239445, "deviation-center-line": 0.029214990866420893}, "ep003": {"driven_any": 0.5571634755229482, "driven_lanedir": 0.554669421188567, "in-drivable-lane": 0, "deviation-heading": 0.14985171753245632, "deviation-center-line": 0.17647585217032985}, "ep004": {"driven_any": 0.37495656420601414, "driven_lanedir": 0.3725869663167072, "in-drivable-lane": 0, "deviation-heading": 0.11031409043737744, "deviation-center-line": 0.12517057542866283}}
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131961181Tien NguyenROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:05
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131921181Tien NguyenROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:21
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survival_time_median1.8000000000000025


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.015216231697588229, "good_angle": 1.3478108785106644, "survival_time": 16.666666666666654, "traveled_tiles": 10, "valid_direction": 3.100000000000011}, "ep001": {"nsteps": 58, "reward": -16.95321744513409, "good_angle": 0.14229399622444372, "survival_time": 1.933333333333336, "traveled_tiles": 2, "valid_direction": 0.13333333333333375}, "ep002": {"nsteps": 13, "reward": -76.81615038617299, "good_angle": 0.3199458686978791, "survival_time": 0.4333333333333333, "traveled_tiles": 1, "valid_direction": 0.29999999999999993}, "ep003": {"nsteps": 54, "reward": -18.24373824922023, "good_angle": 0.015509634907445134, "survival_time": 1.8000000000000025, "traveled_tiles": 1, "valid_direction": 0}, "ep004": {"nsteps": 37, "reward": -26.783198629279394, "good_angle": 0.01642836113722012, "survival_time": 1.2333333333333338, "traveled_tiles": 2, "valid_direction": 0.033333333333333326}}
good_angle_max1.3478108785106644
good_angle_mean0.3683977478955304
good_angle_median0.14229399622444372
good_angle_min0.015509634907445134
reward_max0.015216231697588229
reward_mean-27.75621769562182
reward_median-18.24373824922023
reward_min-76.81615038617299
survival_time_max16.666666666666654
survival_time_mean4.413333333333332
survival_time_min0.4333333333333333
traveled_tiles_max10
traveled_tiles_mean3.2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max3.100000000000011
valid_direction_mean0.7133333333333356
valid_direction_median0.13333333333333375
valid_direction_min0
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131781181Tien NguyenROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:33
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simulation-passed1
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131721178Tien NguyenROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:44
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driven_lanedir_median0.302420505584335
deviation-center-line_median0.0834783629791978
in-drivable-lane_median0


other stats
deviation-center-line_max1.9956422419791628
deviation-center-line_mean0.45710072341379976
deviation-center-line_min0.02779757022846822
deviation-heading_max1.2283562833309292
deviation-heading_mean0.4172158508882582
deviation-heading_median0.21402667259534036
deviation-heading_min0.1558171803209095
driven_any_max5.335316515226511
driven_any_mean1.2490905968230326
driven_any_median0.3105866399354318
driven_any_min0.09632299214858084
driven_lanedir_max3.3062368596303267
driven_lanedir_mean0.8290760147044416
driven_lanedir_min0.057072042136765866
in-drivable-lane_max6.066666666666649
in-drivable-lane_mean1.2133333333333298
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.335316515226511, "driven_lanedir": 3.3062368596303267, "in-drivable-lane": 6.066666666666649, "deviation-heading": 1.2283562833309292, "deviation-center-line": 1.9956422419791628}, "ep001": {"driven_any": 0.3105866399354318, "driven_lanedir": 0.302420505584335, "in-drivable-lane": 0, "deviation-heading": 0.19860182329429912, "deviation-center-line": 0.0834783629791978}, "ep002": {"driven_any": 0.09632299214858084, "driven_lanedir": 0.057072042136765866, "in-drivable-lane": 0, "deviation-heading": 0.28927729489981285, "deviation-center-line": 0.02779757022846822}, "ep003": {"driven_any": 0.12830678026393577, "driven_lanedir": 0.1106308594399723, "in-drivable-lane": 0, "deviation-heading": 0.21402667259534036, "deviation-center-line": 0.041861420289233384}, "ep004": {"driven_any": 0.3749200565407039, "driven_lanedir": 0.3690198067308077, "in-drivable-lane": 0, "deviation-heading": 0.1558171803209095, "deviation-center-line": 0.1367240215929363}}
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13146666Manish PrajapatTuned lane controller - ETHZ baseline extensionaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:10:25
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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131391174Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:18
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13135409Liam Paull 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:51
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "./solution.py", line 89, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: error loading <rosparam> tag: 
	'param' attribute must be set for non-dictionary values
XML is <rosparam command="load" file="$(find duckietown)/config/$(arg config)/line_detector/$(arg node_name)/$(arg param_file_name).yaml"/>

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13114918Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:10:35
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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131001173Tien NguyenROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:17
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simulation-passed1
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13084659Aleksandar Petrov 🇨🇭Tuned lane controller - ETHZ baseline extensionaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:10:30
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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130771169Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:01:03
InvalidEvaluator: Tr [...]
InvalidEvaluator:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 488, in wrap_evaluator
    evaluator.score(cie)
  File "eval.py", line 97, in score
    raise dc.InvalidEvaluator(msg)
InvalidEvaluator: Gym exited with code 2
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13074657Aleksandar Petrov 🇨🇭ROS-based Lane Following (STest)aido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:37
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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13068144Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:55
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 580, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 575, in wrap_solution
    solution.run(cis)
  File "solution.py", line 60, in run
    solve(gym_environment, cis)  # let's try to solve the challenge, exciting ah?
  File "solution.py", line 35, in solve
    observation, reward, done, info = env.step(action)
  File "/usr/local/lib/python2.7/dist-packages/gym/wrappers/time_limit.py", line 31, in step
    observation, reward, done, info = self.env.step(action)
  File "/notebooks/src/gym-duckietown-agent/gym_duckietown_agent/envs/simplesimagent_env.py", line 107, in step
    obs, rew, done, misc = self.sim.step(action, with_observation=True)
  File "/notebooks/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 52, in step
    return self._failsafe_observe(msg)
  File "/notebooks/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 74, in _failsafe_observe
    raise Exception("Can't connect to the gym-duckietown-server")
Exception: Can't connect to the gym-duckietown-server


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130641166Tien NguyenROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:07
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videos1
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130581166Tien NguyenROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:19
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survival_time_median1


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episodes
details{"ep000": {"nsteps": 500, "reward": 0.2382617146142293, "good_angle": 1.94733749604867, "survival_time": 16.666666666666654, "traveled_tiles": 9, "valid_direction": 3.533333333333335}, "ep001": {"nsteps": 30, "reward": -33.21955402046442, "good_angle": 0.20482680689503385, "survival_time": 1, "traveled_tiles": 2, "valid_direction": 0.19999999999999996}, "ep002": {"nsteps": 17, "reward": -60.04009861630552, "good_angle": 0.3306600054357989, "survival_time": 0.5666666666666667, "traveled_tiles": 1, "valid_direction": 0.3333333333333333}, "ep003": {"nsteps": 32, "reward": -32.276747356925625, "good_angle": 0.7038910918087667, "survival_time": 1.0666666666666669, "traveled_tiles": 1, "valid_direction": 0.6666666666666665}, "ep004": {"nsteps": 25, "reward": -41.20835488691926, "good_angle": 0.30159093839478185, "survival_time": 0.8333333333333333, "traveled_tiles": 2, "valid_direction": 0.5}}
good_angle_max1.94733749604867
good_angle_mean0.6976612677166103
good_angle_median0.3306600054357989
good_angle_min0.20482680689503385
reward_max0.2382617146142293
reward_mean-33.30129863320012
reward_median-33.21955402046442
reward_min-60.04009861630552
survival_time_max16.666666666666654
survival_time_mean4.026666666666664
survival_time_min0.5666666666666667
traveled_tiles_max9
traveled_tiles_mean3
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max3.533333333333335
valid_direction_mean1.0466666666666669
valid_direction_median0.5
valid_direction_min0.19999999999999996
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130481166Tien NguyenROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:03
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simulation-passed1
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13032652Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:14
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13023651Iban Harlouchet 🇨🇦PyTorch templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:53
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13021651Iban Harlouchet 🇨🇦PyTorch templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median2.6333333333333337


other stats
episodes
details{"ep000": {"nsteps": 23, "reward": -45.05802900894828, "good_angle": 0.1311728263243321, "survival_time": 0.7666666666666666, "traveled_tiles": 1, "valid_direction": 0.4}, "ep001": {"nsteps": 179, "reward": -5.736224028502992, "good_angle": 0.9805122126197792, "survival_time": 5.966666666666655, "traveled_tiles": 7, "valid_direction": 2.3000000000000003}, "ep002": {"nsteps": 56, "reward": -17.43185112253247, "good_angle": 0.6284549466060568, "survival_time": 1.8666666666666691, "traveled_tiles": 2, "valid_direction": 1.1000000000000023}, "ep003": {"nsteps": 79, "reward": -12.886782907715798, "good_angle": 0.964478574790556, "survival_time": 2.6333333333333337, "traveled_tiles": 3, "valid_direction": 2.4000000000000004}, "ep004": {"nsteps": 171, "reward": -5.983121024621365, "good_angle": 2.466952508485625, "survival_time": 5.6999999999999895, "traveled_tiles": 6, "valid_direction": 4.933333333333323}}
good_angle_max2.466952508485625
good_angle_mean1.03431421376527
good_angle_median0.964478574790556
good_angle_min0.1311728263243321
reward_max-5.736224028502992
reward_mean-17.419201618464182
reward_median-12.886782907715798
reward_min-45.05802900894828
survival_time_max5.966666666666655
survival_time_mean3.3866666666666623
survival_time_min0.7666666666666666
traveled_tiles_max7
traveled_tiles_mean3.8
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max4.933333333333323
valid_direction_mean2.2266666666666652
valid_direction_median2.3000000000000003
valid_direction_min0.4
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13008651Iban Harlouchet 🇨🇦PyTorch templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:56
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simulation-passed1
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129951162Iban Harlouchet 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:43
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simulation-passed1
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129931160Martin Weiss 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:53
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driven_lanedir_median0.7583624342945385
deviation-center-line_median0.05856940306194948
in-drivable-lane_median0.033333333333333326


other stats
deviation-center-line_max0.0848318451919554
deviation-center-line_mean0.046692309596965104
deviation-center-line_min0.00493459316827017
deviation-heading_max0.17871954277822616
deviation-heading_mean0.12290238968183878
deviation-heading_median0.1404921816205833
deviation-heading_min0.043767648089746966
driven_any_max1.12
driven_any_mean0.9520000000000014
driven_any_median1.0400000000000025
driven_any_min0.7599999999999976
driven_lanedir_max1.0891907711875215
driven_lanedir_mean0.7157737741226108
driven_lanedir_min0.00431907202387416
in-drivable-lane_max0.7999999999999999
in-drivable-lane_mean0.1733333333333333
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.0400000000000025, "driven_lanedir": 0.00431907202387416, "in-drivable-lane": 0.7999999999999999, "deviation-heading": 0.1516782451032673, "deviation-center-line": 0.00493459316827017}, "ep001": {"driven_any": 0.760000000000006, "driven_lanedir": 0.7583624342945385, "in-drivable-lane": 0, "deviation-heading": 0.043767648089746966, "deviation-center-line": 0.05856940306194948}, "ep002": {"driven_any": 0.7599999999999976, "driven_lanedir": 0.6711343097180644, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.17871954277822616, "deviation-center-line": 0.02298492709392346}, "ep003": {"driven_any": 1.0800000000000007, "driven_lanedir": 1.0558622833890554, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.09985433081737012, "deviation-center-line": 0.0848318451919554}, "ep004": {"driven_any": 1.12, "driven_lanedir": 1.0891907711875215, "in-drivable-lane": 0, "deviation-heading": 0.1404921816205833, "deviation-center-line": 0.062140779468727016}}
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12983392Liam Paull 🇨🇦PyTorch templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:12
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driven_lanedir_median0.7587487874511964
deviation-center-line_median0.16293512053911666
in-drivable-lane_median0.800000000000002


other stats
deviation-center-line_max0.19175420942921553
deviation-center-line_mean0.1250324853642017
deviation-center-line_min0
deviation-heading_max0.9893327800659776
deviation-heading_mean0.6927017438824021
deviation-heading_median0.9388260169919904
deviation-heading_min0
driven_any_max1.4328147671926514
driven_any_mean1.1315201914535835
driven_any_median1.3204517845054131
driven_any_min0.5551102298972609
driven_lanedir_max0.8807331807180441
driven_lanedir_mean0.5909513646101731
driven_lanedir_min0
in-drivable-lane_max1.1666666666666674
in-drivable-lane_mean0.8133333333333344
in-drivable-lane_min0.5000000000000016
per-episodes
details{"ep000": {"driven_any": 0.5551102298972609, "driven_lanedir": 0, "in-drivable-lane": 1.0333333333333332, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 1.4328147671926514, "driven_lanedir": 0.7587487874511964, "in-drivable-lane": 1.1666666666666674, "deviation-heading": 0.966167297020578, "deviation-center-line": 0.16293512053911666}, "ep002": {"driven_any": 0.9737946781193608, "driven_lanedir": 0.5400297101101033, "in-drivable-lane": 0.5666666666666672, "deviation-heading": 0.5691826253334648, "deviation-center-line": 0.08497781113444317}, "ep003": {"driven_any": 1.3754294975532322, "driven_lanedir": 0.8807331807180441, "in-drivable-lane": 0.5000000000000016, "deviation-heading": 0.9388260169919904, "deviation-center-line": 0.19175420942921553}, "ep004": {"driven_any": 1.3204517845054131, "driven_lanedir": 0.7752451447715216, "in-drivable-lane": 0.800000000000002, "deviation-heading": 0.9893327800659776, "deviation-center-line": 0.1854952857182331}}
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129781159Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:41
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videos1
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129741159Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median1


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episodes
details{"ep000": {"nsteps": 30, "reward": -34.15145014300943, "good_angle": 0.4612394314557076, "survival_time": 1, "traveled_tiles": 2, "valid_direction": 0.4333333333333333}, "ep001": {"nsteps": 10, "reward": -99.76585971787571, "good_angle": 0.010391038072875412, "survival_time": 0.3333333333333333, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 43, "reward": -22.715193014678565, "good_angle": 0.09030972127937044, "survival_time": 1.4333333333333345, "traveled_tiles": 4, "valid_direction": 0.29999999999999993}, "ep003": {"nsteps": 15, "reward": -66.26667366673549, "good_angle": 0.010381046270460437, "survival_time": 0.49999999999999994, "traveled_tiles": 1, "valid_direction": 0}, "ep004": {"nsteps": 52, "reward": -19.1578681539171, "good_angle": 0.969486929238566, "survival_time": 1.7333333333333354, "traveled_tiles": 3, "valid_direction": 1.033333333333335}}
good_angle_max0.969486929238566
good_angle_mean0.30836163326339594
good_angle_median0.09030972127937044
good_angle_min0.010381046270460437
reward_max-19.1578681539171
reward_mean-48.41140893924326
reward_median-34.15145014300943
reward_min-99.76585971787571
survival_time_max1.7333333333333354
survival_time_mean1.0000000000000004
survival_time_min0.3333333333333333
traveled_tiles_max4
traveled_tiles_mean2.4
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.033333333333335
valid_direction_mean0.3533333333333336
valid_direction_median0.29999999999999993
valid_direction_min0
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129681158David AbrahamPytorch ILaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:18
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driven_lanedir_median0.49633253827091095
deviation-center-line_median0.06826290632653936
in-drivable-lane_median2.799999999999997


other stats
deviation-center-line_max0.10205657567600585
deviation-center-line_mean0.056450801797847575
deviation-center-line_min0
deviation-heading_max0.23701794832246756
deviation-heading_mean0.17542684814124793
deviation-heading_median0.21225864397573635
deviation-heading_min0
driven_any_max3.6582191437880778
driven_any_mean2.5258769620299946
driven_any_median2.850719210426615
driven_any_min0.6146317567185978
driven_lanedir_max0.7211633251954348
driven_lanedir_mean0.4075032103767052
driven_lanedir_min0
in-drivable-lane_max3.499999999999994
in-drivable-lane_mean2.519999999999998
in-drivable-lane_min0.7666666666666666
per-episodes
details{"ep000": {"driven_any": 0.6146317567185978, "driven_lanedir": 0, "in-drivable-lane": 0.7666666666666666, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 3.6582191437880778, "driven_lanedir": 0.7211633251954348, "in-drivable-lane": 3.499999999999994, "deviation-heading": 0.21167706111165369, "deviation-center-line": 0.10205657567600585}, "ep002": {"driven_any": 3.1582552686201413, "driven_lanedir": 0.27266329381986365, "in-drivable-lane": 3.399999999999996, "deviation-heading": 0.216180587296382, "deviation-center-line": 0.03421374119995853}, "ep003": {"driven_any": 2.850719210426615, "driven_lanedir": 0.49633253827091095, "in-drivable-lane": 2.799999999999997, "deviation-heading": 0.21225864397573635, "deviation-center-line": 0.06826290632653936}, "ep004": {"driven_any": 2.347559430596541, "driven_lanedir": 0.5473568945973164, "in-drivable-lane": 2.133333333333333, "deviation-heading": 0.23701794832246756, "deviation-center-line": 0.07772078578673415}}
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129661158David AbrahamPytorch ILaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:01
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videos1
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129601158David AbrahamPytorch ILaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median3.466666666666664


other stats
episodes
details{"ep000": {"nsteps": 24, "reward": -43.25314005215963, "good_angle": 0.11894813835169916, "survival_time": 0.7999999999999999, "traveled_tiles": 2, "valid_direction": 0.29999999999999993}, "ep001": {"nsteps": 133, "reward": -8.444759058829089, "good_angle": 0.44147325605200766, "survival_time": 4.433333333333327, "traveled_tiles": 8, "valid_direction": 0.7999999999999996}, "ep002": {"nsteps": 115, "reward": -9.90289218555326, "good_angle": 0.44674401205424336, "survival_time": 3.8333333333333295, "traveled_tiles": 7, "valid_direction": 0.7666666666666657}, "ep003": {"nsteps": 104, "reward": -10.534129907950186, "good_angle": 0.4297489652478664, "survival_time": 3.466666666666664, "traveled_tiles": 6, "valid_direction": 0.8999999999999989}, "ep004": {"nsteps": 86, "reward": -12.651974703271897, "good_angle": 0.5087795495184706, "survival_time": 2.8666666666666663, "traveled_tiles": 5, "valid_direction": 0.9666666666666656}}
good_angle_max0.5087795495184706
good_angle_mean0.3891387842448574
good_angle_median0.44147325605200766
good_angle_min0.11894813835169916
reward_max-8.444759058829089
reward_mean-16.95737918155281
reward_median-10.534129907950186
reward_min-43.25314005215963
survival_time_max4.433333333333327
survival_time_mean3.0799999999999974
survival_time_min0.7999999999999999
traveled_tiles_max8
traveled_tiles_mean5.6
traveled_tiles_median6
traveled_tiles_min2
valid_direction_max0.9666666666666656
valid_direction_mean0.7466666666666659
valid_direction_median0.7999999999999996
valid_direction_min0.29999999999999993
No reset possible
129541157Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:41
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driven_lanedir_median2.5122322806428454
deviation-center-line_median0.233985876242354
in-drivable-lane_median0.4666666666666657


other stats
deviation-center-line_max0.7377978672545529
deviation-center-line_mean0.2951251965239396
deviation-center-line_min0.012343463434621466
deviation-heading_max0.7338215730335719
deviation-heading_mean0.448196824909821
deviation-heading_median0.550445573509719
deviation-heading_min0.0944773700215404
driven_any_max10.451362343821511
driven_any_mean4.464679818254726
driven_any_median3.287526030850485
driven_any_min0.8393156429109508
driven_lanedir_max10.150714717804124
driven_lanedir_mean3.9084605255613254
driven_lanedir_min0.043661727038522447
in-drivable-lane_max0.7999999999999999
in-drivable-lane_mean0.3999999999999997
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.093478975818218, "driven_lanedir": 0.043661727038522447, "in-drivable-lane": 0.7999999999999999, "deviation-heading": 0.20675132226036055, "deviation-center-line": 0.012343463434621466}, "ep001": {"driven_any": 10.451362343821511, "driven_lanedir": 10.150714717804124, "in-drivable-lane": 0.16666666666666607, "deviation-heading": 0.6554882857239129, "deviation-center-line": 0.7377978672545529}, "ep002": {"driven_any": 0.8393156429109508, "driven_lanedir": 0.8345695952777716, "in-drivable-lane": 0, "deviation-heading": 0.0944773700215404, "deviation-center-line": 0.03627419481266029}, "ep003": {"driven_any": 6.651716097872463, "driven_lanedir": 6.001124307043365, "in-drivable-lane": 0.4666666666666657, "deviation-heading": 0.7338215730335719, "deviation-center-line": 0.45522458087550927}, "ep004": {"driven_any": 3.287526030850485, "driven_lanedir": 2.5122322806428454, "in-drivable-lane": 0.5666666666666667, "deviation-heading": 0.550445573509719, "deviation-center-line": 0.233985876242354}}
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129441156Mandana Samiei 🇨🇦My Improved ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:45
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driven_lanedir_median0.4066937080913231
deviation-center-line_median0.11617135450002183
in-drivable-lane_median0


other stats
deviation-center-line_max2.084537139448738
deviation-center-line_mean0.48567295902301666
deviation-center-line_min0.02520701404964367
deviation-heading_max1.680884442974516
deviation-heading_mean0.5055041725086051
deviation-heading_median0.22255294826698568
deviation-heading_min0.15709409433887964
driven_any_max5.335268429311293
driven_any_mean1.3005361375518067
driven_any_median0.4177262671803434
driven_any_min0.08555920603520388
driven_lanedir_max3.417912233331809
driven_lanedir_mean0.9033839370639236
driven_lanedir_min0.06763126630911609
in-drivable-lane_max5.499999999999982
in-drivable-lane_mean1.0999999999999963
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.335268429311293, "driven_lanedir": 3.417912233331809, "in-drivable-lane": 5.499999999999982, "deviation-heading": 1.680884442974516, "deviation-center-line": 2.084537139448738}, "ep001": {"driven_any": 0.5571193049612816, "driven_lanedir": 0.5529397394877091, "in-drivable-lane": 0, "deviation-heading": 0.181516195113602, "deviation-center-line": 0.1682777268625318}, "ep002": {"driven_any": 0.10700748027091136, "driven_lanedir": 0.06763126630911609, "in-drivable-lane": 0, "deviation-heading": 0.2854731818490428, "deviation-center-line": 0.02520701404964367}, "ep003": {"driven_any": 0.4177262671803434, "driven_lanedir": 0.4066937080913231, "in-drivable-lane": 0, "deviation-heading": 0.22255294826698568, "deviation-center-line": 0.11617135450002183}, "ep004": {"driven_any": 0.08555920603520388, "driven_lanedir": 0.07174273809966092, "in-drivable-lane": 0, "deviation-heading": 0.15709409433887964, "deviation-center-line": 0.03417156025414817}}
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129391156Mandana Samiei 🇨🇦My Improved ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:06
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videos1
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12932645Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:06:52
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simulation-passed1
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12920644Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:07:13
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simulation-passed1
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12917386Bhairav MehtaPyTorch DDPG baselineaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:59
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driven_lanedir_median0.42328650549097535
deviation-center-line_median0.04802206062530304
in-drivable-lane_median0.2666666666666666


other stats
deviation-center-line_max0.061296120434096074
deviation-center-line_mean0.039193866497846445
deviation-center-line_min0
deviation-heading_max0.34434013184377543
deviation-heading_mean0.22267002817243547
deviation-heading_median0.24437427799448777
deviation-heading_min0
driven_any_max1.5032006129402935
driven_any_mean0.8264636153949597
driven_any_median0.7282737617712436
driven_any_min0.43052607400262616
driven_lanedir_max0.7096350876435757
driven_lanedir_mean0.39681745774802
driven_lanedir_min0
in-drivable-lane_max1.3333333333333357
in-drivable-lane_mean0.4866666666666671
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.43052607400262616, "driven_lanedir": 0, "in-drivable-lane": 0.5666666666666667, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.7282737617712436, "driven_lanedir": 0.42328650549097535, "in-drivable-lane": 0.2666666666666666, "deviation-heading": 0.24437427799448777, "deviation-center-line": 0.04802206062530304}, "ep002": {"driven_any": 0.7589351807934704, "driven_lanedir": 0.7096350876435757, "in-drivable-lane": 0, "deviation-heading": 0.34434013184377543, "deviation-center-line": 0.04871324925389854}, "ep003": {"driven_any": 0.7113824474671648, "driven_lanedir": 0.40605436401505823, "in-drivable-lane": 0.2666666666666666, "deviation-heading": 0.21038862131923905, "deviation-center-line": 0.03793790217593457}, "ep004": {"driven_any": 1.5032006129402935, "driven_lanedir": 0.44511133159049066, "in-drivable-lane": 1.3333333333333357, "deviation-heading": 0.3142471097046751, "deviation-center-line": 0.061296120434096074}}
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12914386Bhairav MehtaPyTorch DDPG baselineaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:42
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12911386Bhairav MehtaPyTorch DDPG baselineaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median0.8999999999999999


other stats
episodes
details{"ep000": {"nsteps": 18, "reward": -56.91613330112563, "good_angle": 0.10574382054923896, "survival_time": 0.6, "traveled_tiles": 1, "valid_direction": 0.26666666666666666}, "ep001": {"nsteps": 27, "reward": -37.156449817396975, "good_angle": 0.5111160893034292, "survival_time": 0.8999999999999999, "traveled_tiles": 2, "valid_direction": 0.6333333333333332}, "ep002": {"nsteps": 59, "reward": -16.57902963382934, "good_angle": 0.33552020806005967, "survival_time": 1.9666666666666697, "traveled_tiles": 2, "valid_direction": 0.6666666666666687}, "ep003": {"nsteps": 24, "reward": -41.8576381560415, "good_angle": 0.529024999965127, "survival_time": 0.7999999999999999, "traveled_tiles": 1, "valid_direction": 0.6333333333333332}, "ep004": {"nsteps": 63, "reward": -16.88915978927934, "good_angle": 1.06107533556799, "survival_time": 2.1000000000000023, "traveled_tiles": 3, "valid_direction": 1.8000000000000016}}
good_angle_max1.06107533556799
good_angle_mean0.5084960906891689
good_angle_median0.5111160893034292
good_angle_min0.10574382054923896
reward_max-16.57902963382934
reward_mean-33.87968213953455
reward_median-37.156449817396975
reward_min-56.91613330112563
survival_time_max2.1000000000000023
survival_time_mean1.2733333333333343
survival_time_min0.6
traveled_tiles_max3
traveled_tiles_mean1.8
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.8000000000000016
valid_direction_mean0.8000000000000007
valid_direction_median0.6333333333333332
valid_direction_min0.26666666666666666
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12905897Tina ChuRandom executionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:45
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videos1
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12890894Martin Weiss 🇨🇦PyTorch templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:04:20
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driven_lanedir_median-3.0873258081766037
deviation-center-line_median0.2559979593285622
in-drivable-lane_median8.266666666666657


other stats
deviation-center-line_max0.4187552875322475
deviation-center-line_mean0.2851332970209016
deviation-center-line_min0.1852004166493986
deviation-heading_max6.573357371435327
deviation-heading_mean6.542204551597655
deviation-heading_median6.563169314377175
deviation-heading_min6.4836601307190005
driven_any_max9.896300967351102
driven_any_mean9.896300967351092
driven_any_median9.896300967351092
driven_any_min9.896300967351078
driven_lanedir_max-3.072776909304628
driven_lanedir_mean-3.09110955947329
driven_lanedir_min-3.12409729724638
in-drivable-lane_max8.366666666666664
in-drivable-lane_mean8.293333333333326
in-drivable-lane_min8.266666666666657
per-episodes
details{"ep000": {"driven_any": 9.896300967351095, "driven_lanedir": -3.0873258081766037, "in-drivable-lane": 8.366666666666664, "deviation-heading": 6.4836601307190005, "deviation-center-line": 0.35365429900431805}, "ep001": {"driven_any": 9.896300967351078, "driven_lanedir": -3.0764319574382175, "in-drivable-lane": 8.29999999999999, "deviation-heading": 6.523145373077551, "deviation-center-line": 0.2120585225899818}, "ep002": {"driven_any": 9.896300967351085, "driven_lanedir": -3.12409729724638, "in-drivable-lane": 8.266666666666657, "deviation-heading": 6.563169314377175, "deviation-center-line": 0.1852004166493986}, "ep003": {"driven_any": 9.896300967351092, "driven_lanedir": -3.072776909304628, "in-drivable-lane": 8.266666666666657, "deviation-heading": 6.573357371435327, "deviation-center-line": 0.2559979593285622}, "ep004": {"driven_any": 9.896300967351102, "driven_lanedir": -3.09491582520062, "in-drivable-lane": 8.266666666666657, "deviation-heading": 6.56769056837922, "deviation-center-line": 0.4187552875322475}}
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12889639Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:32
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driven_lanedir_median0.2709146849747186
deviation-center-line_median0.06769446409782802
in-drivable-lane_median0


other stats
deviation-center-line_max1.476284942696124
deviation-center-line_mean0.35802542097954254
deviation-center-line_min0.029885093739436083
deviation-heading_max1.2524636943272198
deviation-heading_mean0.41295078438570626
deviation-heading_median0.206574541505109
deviation-heading_min0.14003860186607592
driven_any_max4.081253654453406
driven_any_mean1.0389814043929195
driven_any_median0.2891640401400237
driven_any_min0.08556406782558333
driven_lanedir_max2.722470116748137
driven_lanedir_mean0.7575708413288649
driven_lanedir_min0.07374504680404526
in-drivable-lane_max3.999999999999989
in-drivable-lane_mean0.7999999999999978
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 4.081253654453406, "driven_lanedir": 2.722470116748137, "in-drivable-lane": 3.999999999999989, "deviation-heading": 1.2524636943272198, "deviation-center-line": 1.476284942696124}, "ep001": {"driven_any": 0.5248551079073542, "driven_lanedir": 0.5200708661470572, "in-drivable-lane": 0, "deviation-heading": 0.1912254789441185, "deviation-center-line": 0.15512350304091255}, "ep002": {"driven_any": 0.2891640401400237, "driven_lanedir": 0.2709146849747186, "in-drivable-lane": 0, "deviation-heading": 0.2744516052860083, "deviation-center-line": 0.06769446409782802}, "ep003": {"driven_any": 0.21407015163823157, "driven_lanedir": 0.2006534919703662, "in-drivable-lane": 0, "deviation-heading": 0.206574541505109, "deviation-center-line": 0.06113910132341183}, "ep004": {"driven_any": 0.08556406782558333, "driven_lanedir": 0.07374504680404526, "in-drivable-lane": 0, "deviation-heading": 0.14003860186607592, "deviation-center-line": 0.029885093739436083}}
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12882639Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:14
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12876639Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median0.9666666666666666


other stats
episodes
details{"ep000": {"nsteps": 383, "reward": -2.5502382704779, "good_angle": 1.2528560636485708, "survival_time": 12.766666666666632, "traveled_tiles": 8, "valid_direction": 2.999999999999991}, "ep001": {"nsteps": 51, "reward": -19.29889515743536, "good_angle": 0.03320115137806772, "survival_time": 1.700000000000002, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 29, "reward": -34.122317520708876, "good_angle": 0.1362911384243009, "survival_time": 0.9666666666666666, "traveled_tiles": 2, "valid_direction": 0.29999999999999993}, "ep003": {"nsteps": 22, "reward": -45.18796821751378, "good_angle": 0.13564767919440518, "survival_time": 0.7333333333333333, "traveled_tiles": 1, "valid_direction": 0.3}, "ep004": {"nsteps": 10, "reward": -99.91710904836654, "good_angle": 0.17109036035605302, "survival_time": 0.3333333333333333, "traveled_tiles": 2, "valid_direction": 0.16666666666666666}}
good_angle_max1.2528560636485708
good_angle_mean0.3458172786002795
good_angle_median0.1362911384243009
good_angle_min0.03320115137806772
reward_max-2.5502382704779
reward_mean-40.21530564290049
reward_median-34.122317520708876
reward_min-99.91710904836654
survival_time_max12.766666666666632
survival_time_mean3.2999999999999927
survival_time_min0.3333333333333333
traveled_tiles_max8
traveled_tiles_mean3
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max2.999999999999991
valid_direction_mean0.7533333333333314
valid_direction_median0.29999999999999993
valid_direction_min0
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128691150Iban Harlouchet 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:07:42
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simulation-passed1
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128501149Martin Weiss 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:02:46
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simulation-passed1
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128351147Krishna Murthy Jatavallabhula 🇨🇦gym_duckietown + opencvaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:38
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simulation-passed1
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12834891Orlando Marquez 🇨🇦Imitatingaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:01:06
The result file is n [...]
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12824887Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:01
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videos1
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12821887Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:21
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survival_time_median3.133333333333332


other stats
episodes
details{"ep000": {"nsteps": 33, "reward": -31.05809971554713, "good_angle": 0.4895206646173589, "survival_time": 1.1, "traveled_tiles": 2, "valid_direction": 0.40000000000000013}, "ep001": {"nsteps": 152, "reward": -5.967143507732544, "good_angle": 0.3987036700695838, "survival_time": 5.066666666666658, "traveled_tiles": 8, "valid_direction": 0.5666666666666662}, "ep002": {"nsteps": 42, "reward": -23.018881281039544, "good_angle": 0.164117987731401, "survival_time": 1.400000000000001, "traveled_tiles": 3, "valid_direction": 0.5666666666666675}, "ep003": {"nsteps": 129, "reward": -7.2012086875823345, "good_angle": 0.4635686796985124, "survival_time": 4.2999999999999945, "traveled_tiles": 6, "valid_direction": 0.9666666666666672}, "ep004": {"nsteps": 94, "reward": -10.14102361769356, "good_angle": 0.6374402171022914, "survival_time": 3.133333333333332, "traveled_tiles": 5, "valid_direction": 1.4666666666666677}}
good_angle_max0.6374402171022914
good_angle_mean0.4306702438438295
good_angle_median0.4635686796985124
good_angle_min0.164117987731401
reward_max-5.967143507732544
reward_mean-15.477271361919025
reward_median-10.14102361769356
reward_min-31.05809971554713
survival_time_max5.066666666666658
survival_time_mean2.9999999999999973
survival_time_min1.1
traveled_tiles_max8
traveled_tiles_mean4.8
traveled_tiles_median5
traveled_tiles_min2
valid_direction_max1.4666666666666677
valid_direction_mean0.7933333333333337
valid_direction_median0.5666666666666675
valid_direction_min0.40000000000000013
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12818376Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median1.2000000000000004


other stats
episodes
details{"ep000": {"nsteps": 22, "reward": -46.96412628347223, "good_angle": 0.12048985102707334, "survival_time": 0.7333333333333333, "traveled_tiles": 1, "valid_direction": 0.4}, "ep001": {"nsteps": 36, "reward": -27.85425652667052, "good_angle": 0.5029419356692781, "survival_time": 1.2000000000000004, "traveled_tiles": 2, "valid_direction": 0.9000000000000004}, "ep002": {"nsteps": 62, "reward": -15.860510505495531, "good_angle": 0.3574407858300871, "survival_time": 2.066666666666669, "traveled_tiles": 2, "valid_direction": 0.7666666666666684}, "ep003": {"nsteps": 23, "reward": -43.70343555736801, "good_angle": 0.5266625017043138, "survival_time": 0.7666666666666666, "traveled_tiles": 1, "valid_direction": 0.6333333333333332}, "ep004": {"nsteps": 55, "reward": -18.973816497894852, "good_angle": 0.6658147258699557, "survival_time": 1.8333333333333357, "traveled_tiles": 3, "valid_direction": 1.433333333333335}}
good_angle_max0.6658147258699557
good_angle_mean0.4346699600201417
good_angle_median0.5029419356692781
good_angle_min0.12048985102707334
reward_max-15.860510505495531
reward_mean-30.67122907418023
reward_median-27.85425652667052
reward_min-46.96412628347223
survival_time_max2.066666666666669
survival_time_mean1.320000000000001
survival_time_min0.7333333333333333
traveled_tiles_max3
traveled_tiles_mean1.8
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.433333333333335
valid_direction_mean0.8266666666666673
valid_direction_median0.7666666666666684
valid_direction_min0.4
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12817888Orlando Marquez 🇨🇦Imitatingaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:01:09
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
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128111142Iban Harlouchet 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:52
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driven_lanedir_median0.2474192815797136
deviation-center-line_median0.06355036518540419
in-drivable-lane_median0


other stats
deviation-center-line_max2.1100800458067743
deviation-center-line_mean0.5120953026009661
deviation-center-line_min0.03330988069620059
deviation-heading_max1.7879757280656046
deviation-heading_mean0.696681097967879
deviation-heading_median0.20924755402378156
deviation-heading_min0.15923208596173533
driven_any_max5.335324587635722
driven_any_mean1.46120810917933
driven_any_median0.2570143730749546
driven_any_min0.10698540673335462
driven_lanedir_max3.5313228210834913
driven_lanedir_mean1.0741751944464089
driven_lanedir_min0.08674846737139608
in-drivable-lane_max5.099999999999996
in-drivable-lane_mean1.026666666666666
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.335324587635722, "driven_lanedir": 3.5313228210834913, "in-drivable-lane": 5.099999999999996, "deviation-heading": 1.7879757280656046, "deviation-center-line": 2.1100800458067743}, "ep001": {"driven_any": 0.2570143730749546, "driven_lanedir": 0.2474192815797136, "in-drivable-lane": 0, "deviation-heading": 0.17666143490807806, "deviation-center-line": 0.06355036518540419}, "ep002": {"driven_any": 1.4675683000047235, "driven_lanedir": 1.3799680431529586, "in-drivable-lane": 0.033333333333333215, "deviation-heading": 1.1502886868801956, "deviation-center-line": 0.306959943280597}, "ep003": {"driven_any": 0.10698540673335462, "driven_lanedir": 0.08674846737139608, "in-drivable-lane": 0, "deviation-heading": 0.20924755402378156, "deviation-center-line": 0.03330988069620059}, "ep004": {"driven_any": 0.1391478784478942, "driven_lanedir": 0.12541735904448403, "in-drivable-lane": 0, "deviation-heading": 0.15923208596173533, "deviation-center-line": 0.046576278035854346}}
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12800884Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:59
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12785629Samuel LavoiePyTorch templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:07
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simulation-passed1
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12777627Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:40
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12773881Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:19
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driven_lanedir_median3.146522243519182
deviation-center-line_median0.1891888601671544
in-drivable-lane_median0.33333333333333237


other stats
deviation-center-line_max1.1225745608366913
deviation-center-line_mean0.3520104275653818
deviation-center-line_min0
deviation-heading_max2.658087168579981
deviation-heading_mean0.8776642948271114
deviation-heading_median0.3594499575862384
deviation-heading_min0
driven_any_max19.07937152425053
driven_any_mean6.495695906380179
driven_any_median3.295192792501811
driven_any_min1.466493608985395
driven_lanedir_max16.876113006113272
driven_lanedir_mean5.319439988493145
driven_lanedir_min0
in-drivable-lane_max2.366666666666668
in-drivable-lane_mean0.8399999999999992
in-drivable-lane_min0.03333333333333344
per-episodes
details{"ep000": {"driven_any": 2.642296370739315, "driven_lanedir": 0, "in-drivable-lane": 2.366666666666668, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 19.07937152425053, "driven_lanedir": 16.876113006113272, "in-drivable-lane": 1.399999999999996, "deviation-heading": 2.658087168579981, "deviation-center-line": 1.1225745608366913}, "ep002": {"driven_any": 3.295192792501811, "driven_lanedir": 3.146522243519182, "in-drivable-lane": 0.06666666666666665, "deviation-heading": 0.33104695865252526, "deviation-center-line": 0.1891888601671544}, "ep003": {"driven_any": 5.995125235423849, "driven_lanedir": 5.257657811814299, "in-drivable-lane": 0.33333333333333237, "deviation-heading": 1.0397373893168125, "deviation-center-line": 0.33984268643167226}, "ep004": {"driven_any": 1.466493608985395, "driven_lanedir": 1.3169068810189688, "in-drivable-lane": 0.03333333333333344, "deviation-heading": 0.3594499575862384, "deviation-center-line": 0.10844603039139132}}
No reset possible
12766881Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:15
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other stats
videos1
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12760882Benjamin Ramtoula 🇨🇦My ROS Submissionaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:51
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "./solution.py", line 89, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: __init__() got an unexpected keyword argument 'dtype'

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127521136Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:03:03
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other stats
videos1
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127461136Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": 0.4554212263489608, "good_angle": 0.9667114219184278, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.799999999999991}, "ep001": {"nsteps": 500, "reward": 0.48569740885554347, "good_angle": 0.8554587450827654, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 2.4000000000000057}, "ep002": {"nsteps": 500, "reward": 0.48056350788401325, "good_angle": 1.0824375530396302, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.599999999999989}, "ep003": {"nsteps": 500, "reward": 0.46057189064752313, "good_angle": 1.015410736853288, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.3999999999999932}, "ep004": {"nsteps": 500, "reward": 0.45818258613240326, "good_angle": 1.119975529548234, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 3.8666666666666623}}
good_angle_max1.119975529548234
good_angle_mean1.0079987972884692
good_angle_median1.015410736853288
good_angle_min0.8554587450827654
reward_max0.48569740885554347
reward_mean0.4680873239736888
reward_median0.46057189064752313
reward_min0.4554212263489608
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max18
traveled_tiles_mean18
traveled_tiles_median18
traveled_tiles_min18
valid_direction_max3.8666666666666623
valid_direction_mean3.2133333333333285
valid_direction_median3.3999999999999932
valid_direction_min2.4000000000000057
No reset possible
12739623Laurent MandrilePyTorch templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median2.7666666666666666


other stats
episodes
details{"ep000": {"nsteps": 23, "reward": -44.97579949316771, "good_angle": 0.12012730106736594, "survival_time": 0.7666666666666666, "traveled_tiles": 1, "valid_direction": 0.3333333333333333}, "ep001": {"nsteps": 88, "reward": -10.863541047300464, "good_angle": 0.7035218219131201, "survival_time": 2.9333333333333327, "traveled_tiles": 4, "valid_direction": 0.9999999999999968}, "ep002": {"nsteps": 142, "reward": -6.977139016721582, "good_angle": 0.8968962753291524, "survival_time": 4.733333333333326, "traveled_tiles": 5, "valid_direction": 2.299999999999997}, "ep003": {"nsteps": 68, "reward": -14.355097184286398, "good_angle": 0.4731932098863499, "survival_time": 2.2666666666666684, "traveled_tiles": 2, "valid_direction": 0.9666666666666665}, "ep004": {"nsteps": 83, "reward": -12.073544408651966, "good_angle": 1.5323384343787243, "survival_time": 2.7666666666666666, "traveled_tiles": 3, "valid_direction": 1.666666666666666}}
good_angle_max1.5323384343787243
good_angle_mean0.7452154085149425
good_angle_median0.7035218219131201
good_angle_min0.12012730106736594
reward_max-6.977139016721582
reward_mean-17.849024230025627
reward_median-12.073544408651966
reward_min-44.97579949316771
survival_time_max4.733333333333326
survival_time_mean2.6933333333333325
survival_time_min0.7666666666666666
traveled_tiles_max5
traveled_tiles_mean3
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max2.299999999999997
valid_direction_mean1.253333333333332
valid_direction_median0.9999999999999968
valid_direction_min0.3333333333333333
No reset possible
12733880Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:10:51
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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12696875Philippe LacailleDolores' Awakeningaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:56
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other stats
simulation-passed1
No reset possible
12691616Laurent MandrilePyTorch templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:12
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driven_lanedir_median0.597402597448681
deviation-center-line_median0.08753517379008148
in-drivable-lane_median0.8666666666666685


other stats
deviation-center-line_max0.15810210204745903
deviation-center-line_mean0.09411588812538962
deviation-center-line_min0.058222960623695155
deviation-heading_max0.8386806123263153
deviation-heading_mean0.5251053240447247
deviation-heading_median0.5142739104570171
deviation-heading_min0.25167762139084954
driven_any_max1.7638745570087724
driven_any_mean1.2045117682740318
driven_any_median1.1952854021308676
driven_any_min0.8396795811190886
driven_lanedir_max0.7501940662891209
driven_lanedir_mean0.6120434846791858
driven_lanedir_min0.48195412367547785
in-drivable-lane_max1.6000000000000016
in-drivable-lane_mean1.0000000000000018
in-drivable-lane_min0.6000000000000004
per-episodes
details{"ep000": {"driven_any": 1.7638745570087724, "driven_lanedir": 0.7501940662891209, "in-drivable-lane": 1.6000000000000016, "deviation-heading": 0.38065273312032744, "deviation-center-line": 0.10339792970775076}, "ep001": {"driven_any": 0.9626408780007436, "driven_lanedir": 0.48195412367547785, "in-drivable-lane": 0.8666666666666685, "deviation-heading": 0.25167762139084954, "deviation-center-line": 0.058222960623695155}, "ep002": {"driven_any": 0.8396795811190886, "driven_lanedir": 0.49347573357597474, "in-drivable-lane": 0.6000000000000004, "deviation-heading": 0.6402417429291143, "deviation-center-line": 0.06332127445796176}, "ep003": {"driven_any": 1.1952854021308676, "driven_lanedir": 0.597402597448681, "in-drivable-lane": 1.1333333333333355, "deviation-heading": 0.5142739104570171, "deviation-center-line": 0.08753517379008148}, "ep004": {"driven_any": 1.2610784231106869, "driven_lanedir": 0.7371909024066741, "in-drivable-lane": 0.800000000000002, "deviation-heading": 0.8386806123263153, "deviation-center-line": 0.15810210204745903}}
No reset possible
12686871Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:03:02
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driven_lanedir_median0.3309238783644384
deviation-center-line_median0.0799495747796721
in-drivable-lane_median0


other stats
deviation-center-line_max2.1478875151236916
deviation-center-line_mean0.8584457169038051
deviation-center-line_min0.03599133639970633
deviation-heading_max1.5786810422181483
deviation-heading_mean0.7331322020852962
deviation-heading_median0.22604434326631695
deviation-heading_min0.1372112526961689
driven_any_max5.335343328569299
driven_any_mean2.2818654850738507
driven_any_median0.3427462035314663
driven_any_min0.10704306657716478
driven_lanedir_max3.596594931290936
driven_lanedir_mean1.5756002547737329
driven_lanedir_min0.09599695164970544
in-drivable-lane_max5.133333333333315
in-drivable-lane_mean2.0466666666666606
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.335012776034855, "driven_lanedir": 3.5786085075795535, "in-drivable-lane": 5.099999999999989, "deviation-heading": 1.5097158250430545, "deviation-center-line": 2.1478875151236916}, "ep001": {"driven_any": 0.28918205065646846, "driven_lanedir": 0.2758770049840318, "in-drivable-lane": 0, "deviation-heading": 0.214008547202792, "deviation-center-line": 0.07571594024068459}, "ep002": {"driven_any": 0.3427462035314663, "driven_lanedir": 0.3309238783644384, "in-drivable-lane": 0, "deviation-heading": 0.22604434326631695, "deviation-center-line": 0.0799495747796721}, "ep003": {"driven_any": 5.335343328569299, "driven_lanedir": 3.596594931290936, "in-drivable-lane": 5.133333333333315, "deviation-heading": 1.5786810422181483, "deviation-center-line": 1.9526842179752717}, "ep004": {"driven_any": 0.10704306657716478, "driven_lanedir": 0.09599695164970544, "in-drivable-lane": 0, "deviation-heading": 0.1372112526961689, "deviation-center-line": 0.03599133639970633}}
No reset possible
12675870Philippe LacailleDolores' Awakeningaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:12
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driven_lanedir_median0.26645771066776236
deviation-center-line_median0.07055779539624008
in-drivable-lane_median0


other stats
deviation-center-line_max1.96183618148739
deviation-center-line_mean0.7118475001302694
deviation-center-line_min0.0428498976675842
deviation-heading_max1.67637946728138
deviation-heading_mean0.7195784677367543
deviation-heading_median0.26250506816450414
deviation-heading_min0.16117530257312543
driven_any_max5.3353229050145075
driven_any_mean2.0097025741656864
driven_any_median0.27847289125655256
driven_any_min0.1284517540149734
driven_lanedir_max3.5061842178963794
driven_lanedir_mean1.355118330623133
driven_lanedir_min0.11422357703469666
in-drivable-lane_max5.299999999999981
in-drivable-lane_mean1.8866666666666607
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 4.145878014972069, "driven_lanedir": 2.7524343601018604, "in-drivable-lane": 4.133333333333322, "deviation-heading": 1.2924454618395642, "deviation-center-line": 1.440273841505791}, "ep001": {"driven_any": 0.27847289125655256, "driven_lanedir": 0.26645771066776236, "in-drivable-lane": 0, "deviation-heading": 0.2053870388251975, "deviation-center-line": 0.07055779539624008}, "ep002": {"driven_any": 0.16038730557033043, "driven_lanedir": 0.13629178741496695, "in-drivable-lane": 0, "deviation-heading": 0.26250506816450414, "deviation-center-line": 0.0428498976675842}, "ep003": {"driven_any": 5.3353229050145075, "driven_lanedir": 3.5061842178963794, "in-drivable-lane": 5.299999999999981, "deviation-heading": 1.67637946728138, "deviation-center-line": 1.96183618148739}, "ep004": {"driven_any": 0.1284517540149734, "driven_lanedir": 0.11422357703469666, "in-drivable-lane": 0, "deviation-heading": 0.16117530257312543, "deviation-center-line": 0.04371978459434143}}
No reset possible
126651126Krishna Murthy Jatavallabhula 🇨🇦gym_duckietown + opencvaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:51
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driven_lanedir_median0.3374852609672774
deviation-center-line_median0.039370466480087594
in-drivable-lane_median0.33333333333333326


other stats
deviation-center-line_max0.04267643049095866
deviation-center-line_mean0.03135045461100533
deviation-center-line_min0
deviation-heading_max0.25212222558893904
deviation-heading_mean0.1884678116611158
deviation-heading_median0.2292583833767849
deviation-heading_min0
driven_any_max0.9988503342568285
driven_any_mean0.6656934909039706
driven_any_median0.6723069284652067
driven_any_min0.33450092821310295
driven_lanedir_max0.3710272962041672
driven_lanedir_mean0.2743987202396891
driven_lanedir_min0
in-drivable-lane_max0.833333333333334
in-drivable-lane_mean0.47333333333333344
in-drivable-lane_min0.33333333333333326
per-episodes
details{"ep000": {"driven_any": 0.33450092821310295, "driven_lanedir": 0, "in-drivable-lane": 0.5333333333333333, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.6723069284652067, "driven_lanedir": 0.3710272962041672, "in-drivable-lane": 0.33333333333333326, "deviation-heading": 0.2292583833767849, "deviation-center-line": 0.039370466480087594}, "ep002": {"driven_any": 0.9988503342568285, "driven_lanedir": 0.29722537699208607, "in-drivable-lane": 0.833333333333334, "deviation-heading": 0.21260294668572977, "deviation-center-line": 0.034991871127765826}, "ep003": {"driven_any": 0.6749026851509526, "driven_lanedir": 0.36625566703491486, "in-drivable-lane": 0.33333333333333326, "deviation-heading": 0.24835550265412537, "deviation-center-line": 0.04267643049095866}, "ep004": {"driven_any": 0.6479065784337616, "driven_lanedir": 0.3374852609672774, "in-drivable-lane": 0.33333333333333326, "deviation-heading": 0.25212222558893904, "deviation-center-line": 0.03971350495621456}}
No reset possible
12662615David AbrahamPyTorch templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:21
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survival_time_median1.9666666666666697


other stats
episodes
details{"ep000": {"nsteps": 22, "reward": -47.20640582388098, "good_angle": 0.15776764871565802, "survival_time": 0.7333333333333333, "traveled_tiles": 1, "valid_direction": 0.49999999999999994}, "ep001": {"nsteps": 45, "reward": -22.586414215465386, "good_angle": 0.5748182051891763, "survival_time": 1.500000000000001, "traveled_tiles": 3, "valid_direction": 1.166666666666668}, "ep002": {"nsteps": 59, "reward": -16.46644663573164, "good_angle": 0.5202754969273687, "survival_time": 1.9666666666666697, "traveled_tiles": 3, "valid_direction": 1.2333333333333365}, "ep003": {"nsteps": 70, "reward": -13.863146911001031, "good_angle": 0.4417811886748642, "survival_time": 2.333333333333335, "traveled_tiles": 2, "valid_direction": 0.7666666666666662}, "ep004": {"nsteps": 83, "reward": -12.025689039626217, "good_angle": 1.2225796719636377, "survival_time": 2.7666666666666666, "traveled_tiles": 2, "valid_direction": 1.8999999999999992}}
good_angle_max1.2225796719636377
good_angle_mean0.5834444422941409
good_angle_median0.5202754969273687
good_angle_min0.15776764871565802
reward_max-12.025689039626217
reward_mean-22.429620525141058
reward_median-16.46644663573164
reward_min-47.20640582388098
survival_time_max2.7666666666666666
survival_time_mean1.8600000000000012
survival_time_min0.7333333333333333
traveled_tiles_max3
traveled_tiles_mean2.2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.8999999999999992
valid_direction_mean1.113333333333334
valid_direction_median1.166666666666668
valid_direction_min0.49999999999999994
No reset possible
12656360Pravish Sainath 🇨🇦PyTorch templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:02
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other stats
simulation-passed1
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12588354Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:30:34
Timeout: Waited 180 [...]
Timeout:

Waited 1800.31271815 for container to finish. Giving up. 
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12561863Philippe LacailleDolores' Awakeningaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:10:49
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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12553606Samuel LavoiePyTorch templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:05
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other stats
simulation-passed1
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12550349Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:03
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driven_lanedir_median0.5679736727954983
deviation-center-line_median0.07551952862854502
in-drivable-lane_median0.8666666666666685


other stats
deviation-center-line_max0.15145861232397653
deviation-center-line_mean0.08596014138932981
deviation-center-line_min0
deviation-heading_max0.9724016931302132
deviation-heading_mean0.4867332449845714
deviation-heading_median0.5132637816879428
deviation-heading_min0
driven_any_max1.273101228342765
driven_any_mean0.9966040942370644
driven_any_median1.0087877850415952
driven_any_min0.6192539719103565
driven_lanedir_max0.6731311601927807
driven_lanedir_mean0.4877874791462988
driven_lanedir_min0
in-drivable-lane_max1.0666666666666669
in-drivable-lane_mean0.7866666666666677
in-drivable-lane_min0.4666666666666677
per-episodes
details{"ep000": {"driven_any": 0.6192539719103565, "driven_lanedir": 0, "in-drivable-lane": 1.0666666666666669, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 1.0087877850415952, "driven_lanedir": 0.5657060570598689, "in-drivable-lane": 0.4666666666666677, "deviation-heading": 0.29343718849979195, "deviation-center-line": 0.07551952862854502}, "ep002": {"driven_any": 0.9551997323836552, "driven_lanedir": 0.5679736727954983, "in-drivable-lane": 0.5666666666666672, "deviation-heading": 0.5132637816879428, "deviation-center-line": 0.06106189085338953}, "ep003": {"driven_any": 1.1266777535069497, "driven_lanedir": 0.632126505683346, "in-drivable-lane": 0.8666666666666685, "deviation-heading": 0.9724016931302132, "deviation-center-line": 0.15145861232397653}, "ep004": {"driven_any": 1.273101228342765, "driven_lanedir": 0.6731311601927807, "in-drivable-lane": 0.9666666666666686, "deviation-heading": 0.6545635616049087, "deviation-center-line": 0.141760675140738}}
No reset possible
12545349Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:40
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videos1
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125321116Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:07:22
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simulation-passed1
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12529858Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:53
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driven_lanedir_median4.171188814313014
deviation-center-line_median0.4502159935723127
in-drivable-lane_median0.16666666666666607


other stats
deviation-center-line_max0.6258095621140223
deviation-center-line_mean0.39425651894380825
deviation-center-line_min0.1300781329273411
deviation-heading_max2.4386644782401503
deviation-heading_mean1.3594200210238654
deviation-heading_median1.339745694186147
deviation-heading_min0.5170611626213191
driven_any_max6.17564230787164
driven_any_mean4.066532914931932
driven_any_median4.94431832005433
driven_any_min1.3423926119664005
driven_lanedir_max5.781218845635306
driven_lanedir_mean3.580409200471838
driven_lanedir_min1.2303069235097066
in-drivable-lane_max1.6333333333333346
in-drivable-lane_mean0.46000000000000024
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.536585255954495, "driven_lanedir": 4.171188814313014, "in-drivable-lane": 1.6333333333333346, "deviation-heading": 2.4386644782401503, "deviation-center-line": 0.5777840995998786}, "ep001": {"driven_any": 6.17564230787164, "driven_lanedir": 5.781218845635306, "in-drivable-lane": 0.16666666666666607, "deviation-heading": 1.5207781835701015, "deviation-center-line": 0.6258095621140223}, "ep002": {"driven_any": 2.333726078812794, "driven_lanedir": 2.0492162832745597, "in-drivable-lane": 0.3666666666666673, "deviation-heading": 0.5170611626213191, "deviation-center-line": 0.1873948065054867}, "ep003": {"driven_any": 4.94431832005433, "driven_lanedir": 4.670115135626602, "in-drivable-lane": 0.1333333333333334, "deviation-heading": 1.339745694186147, "deviation-center-line": 0.4502159935723127}, "ep004": {"driven_any": 1.3423926119664005, "driven_lanedir": 1.2303069235097066, "in-drivable-lane": 0, "deviation-heading": 0.9808505865016086, "deviation-center-line": 0.1300781329273411}}
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12528858Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:01
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125131114Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:08:28
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "./solution.py", line 93, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Giving up to connect to the gym duckietown server at host: evaluator

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125081112Krishna Murthy Jatavallabhula 🇨🇦gym_duckietown + opencvaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:44
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videos1
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125061112Krishna Murthy Jatavallabhula 🇨🇦gym_duckietown + opencvaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.42224626724049447, "good_angle": 13.78190605406766, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 13.033333333333326}, "ep001": {"nsteps": 500, "reward": -0.9641761977155692, "good_angle": 13.661842011137033, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.866666666666651}, "ep002": {"nsteps": 500, "reward": -0.876734359759168, "good_angle": 13.698656202254796, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.99999999999999}, "ep003": {"nsteps": 500, "reward": -1.0302332392947864, "good_angle": 13.668097616069222, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.866666666666651}, "ep004": {"nsteps": 500, "reward": -1.183510193798691, "good_angle": 13.689390302083408, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.966666666666654}}
good_angle_max13.78190605406766
good_angle_mean13.699978437122422
good_angle_median13.689390302083408
good_angle_min13.661842011137033
reward_max-0.42224626724049447
reward_mean-0.8953800515617418
reward_median-0.9641761977155692
reward_min-1.183510193798691
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max1
traveled_tiles_mean1
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max13.033333333333326
valid_direction_mean12.946666666666651
valid_direction_median12.966666666666654
valid_direction_min12.866666666666651
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124951112Krishna Murthy Jatavallabhula 🇨🇦gym_duckietown + opencvaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:24
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simulation-passed1
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12487854Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:35
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videos1
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124831109Ruixiang Zhang 🇨🇦stay youngaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:58
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driven_lanedir_median0.7809828230316676
deviation-center-line_median0.08428832482064469
in-drivable-lane_median0.033333333333333326


other stats
deviation-center-line_max0.12304516358974824
deviation-center-line_mean0.06539062947807947
deviation-center-line_min0.006611294445840466
deviation-heading_max0.22667351067974492
deviation-heading_mean0.1635141270682147
deviation-heading_median0.17863698796243305
deviation-heading_min0.0634630897301331
driven_any_max1.1180992313072
driven_any_mean0.9615653389241918
driven_any_median1.0621942697418434
driven_any_min0.754716981132356
driven_lanedir_max1.0899907537586384
driven_lanedir_mean0.7246922020283763
driven_lanedir_min0.004526702408990779
in-drivable-lane_max1.166666666666667
in-drivable-lane_mean0.24666666666666673
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.0621942697418434, "driven_lanedir": 0.004526702408990779, "in-drivable-lane": 1.166666666666667, "deviation-heading": 0.2022376601376904, "deviation-center-line": 0.006611294445840466}, "ep001": {"driven_any": 0.7826694619150434, "driven_lanedir": 0.7809828230316676, "in-drivable-lane": 0, "deviation-heading": 0.0634630897301331, "deviation-center-line": 0.08485153074181775}, "ep002": {"driven_any": 0.754716981132356, "driven_lanedir": 0.6831740419274808, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.22667351067974492, "deviation-center-line": 0.02815683379234619}, "ep003": {"driven_any": 1.0901467505245166, "driven_lanedir": 1.064786689015104, "in-drivable-lane": 0.03333333333333344, "deviation-heading": 0.14655938683107203, "deviation-center-line": 0.12304516358974824}, "ep004": {"driven_any": 1.1180992313072, "driven_lanedir": 1.0899907537586384, "in-drivable-lane": 0, "deviation-heading": 0.17863698796243305, "deviation-center-line": 0.08428832482064469}}
No reset possible
12481853Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median7.933333333333315


other stats
episodes
details{"ep000": {"nsteps": 217, "reward": -4.477024660810554, "good_angle": 0.9617005419914226, "survival_time": 7.233333333333317, "traveled_tiles": 9, "valid_direction": 2.1666666666666634}, "ep001": {"nsteps": 500, "reward": 0.26087068058550356, "good_angle": 2.6155013168542567, "survival_time": 16.666666666666654, "traveled_tiles": 18, "valid_direction": 5.266666666666675}, "ep002": {"nsteps": 333, "reward": -2.404175345432125, "good_angle": 0.7260204397486296, "survival_time": 11.099999999999971, "traveled_tiles": 15, "valid_direction": 0.9666666666666636}, "ep003": {"nsteps": 238, "reward": -3.5495803754056703, "good_angle": 0.2967806494136123, "survival_time": 7.933333333333315, "traveled_tiles": 9, "valid_direction": 0.4999999999999991}, "ep004": {"nsteps": 58, "reward": -16.841294140137474, "good_angle": 0.09523784495622162, "survival_time": 1.933333333333336, "traveled_tiles": 2, "valid_direction": 0.20000000000000065}}
good_angle_max2.6155013168542567
good_angle_mean0.9390481585928286
good_angle_median0.7260204397486296
good_angle_min0.09523784495622162
reward_max0.26087068058550356
reward_mean-5.402240768240064
reward_median-3.5495803754056703
reward_min-16.841294140137474
survival_time_max16.666666666666654
survival_time_mean8.973333333333319
survival_time_min1.933333333333336
traveled_tiles_max18
traveled_tiles_mean10.6
traveled_tiles_median9
traveled_tiles_min2
valid_direction_max5.266666666666675
valid_direction_mean1.8200000000000007
valid_direction_median0.9666666666666636
valid_direction_min0.20000000000000065
No reset possible
12467853Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:07:10
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simulation-passed1
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12463851Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:32
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driven_lanedir_median1.6771841021538645
deviation-center-line_median0.1783283136710628
in-drivable-lane_median1.433333333333335


other stats
deviation-center-line_max0.515637096594444
deviation-center-line_mean0.2356417449451789
deviation-center-line_min0
deviation-heading_max1.4656693619568912
deviation-heading_mean0.7459655493715927
deviation-heading_median0.7745742164091756
deviation-heading_min0
driven_any_max6.3134671434570295
driven_any_mean3.4877442976286384
driven_any_median3.725514177372329
driven_any_min0.6568618121898631
driven_lanedir_max3.859421629992368
driven_lanedir_mean2.045330451352009
driven_lanedir_min0
in-drivable-lane_max3.999999999999992
in-drivable-lane_mean1.9266666666666643
in-drivable-lane_min0.6000000000000012
per-episodes
details{"ep000": {"driven_any": 0.6568618121898631, "driven_lanedir": 0, "in-drivable-lane": 1.166666666666667, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 6.3134671434570295, "driven_lanedir": 3.859421629992368, "in-drivable-lane": 2.433333333333327, "deviation-heading": 1.4656693619568912, "deviation-center-line": 0.515637096594444}, "ep002": {"driven_any": 4.707218426372725, "driven_lanedir": 3.254461726664029, "in-drivable-lane": 1.433333333333335, "deviation-heading": 1.1203534513583189, "deviation-center-line": 0.34943685020863585}, "ep003": {"driven_any": 2.035659928751244, "driven_lanedir": 1.6771841021538645, "in-drivable-lane": 0.6000000000000012, "deviation-heading": 0.3692307171335784, "deviation-center-line": 0.13480646425175163}, "ep004": {"driven_any": 3.725514177372329, "driven_lanedir": 1.4355847979497849, "in-drivable-lane": 3.999999999999992, "deviation-heading": 0.7745742164091756, "deviation-center-line": 0.1783283136710628}}
No reset possible
124551107Martin Weiss 🇨🇦PyTorch templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:41
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simulation-passed1
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124251104Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:11:10
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simulation-passed1
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124201103Krishna Murthy Jatavallabhula 🇨🇦gym_duckietown + opencvaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:39
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 552, in run
    solve(params, cis)
  File "solution.py", line 470, in solve
    if len(lines) == 0:
TypeError: object of type 'NoneType' has no len()


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124121102Krishna Murthy Jatavallabhula 🇨🇦gym_duckietown + opencvaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:54
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 551, in run
    solve(params, cis)
  File "solution.py", line 469, in solve
    if len(lines) == 0:
TypeError: object of type 'NoneType' has no len()


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12404844Orlando Marquez 🇨🇦Imitatingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:12
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driven_lanedir_median0.7302582239423228
deviation-center-line_median0.14029439901431534
in-drivable-lane_median0


other stats
deviation-center-line_max0.24408758579042247
deviation-center-line_mean0.14057039547810096
deviation-center-line_min0.06728039425511287
deviation-heading_max0.9561518406037406
deviation-heading_mean0.43804534984960936
deviation-heading_median0.40954933125882975
deviation-heading_min0.13541456734280458
driven_any_max1.1530398187018949
driven_any_mean0.8711853968973561
driven_any_median0.7803400850429489
driven_any_min0.5823433088925152
driven_lanedir_max1.117341576451068
driven_lanedir_mean0.637928088665559
driven_lanedir_min0.030128046205668113
in-drivable-lane_max2.533333333333334
in-drivable-lane_mean0.5066666666666668
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.106451189609297, "driven_lanedir": 0.030128046205668113, "in-drivable-lane": 2.533333333333334, "deviation-heading": 0.9561518406037406, "deviation-center-line": 0.06741193075691851}, "ep001": {"driven_any": 0.5823433088925152, "driven_lanedir": 0.5797909543406345, "in-drivable-lane": 0, "deviation-heading": 0.15598169395060743, "deviation-center-line": 0.14029439901431534}, "ep002": {"driven_any": 0.7803400850429489, "driven_lanedir": 0.7302582239423228, "in-drivable-lane": 0, "deviation-heading": 0.5331293160920643, "deviation-center-line": 0.06728039425511287}, "ep003": {"driven_any": 0.7337525822401239, "driven_lanedir": 0.7321216423881014, "in-drivable-lane": 0, "deviation-heading": 0.13541456734280458, "deviation-center-line": 0.18377766757373565}, "ep004": {"driven_any": 1.1530398187018949, "driven_lanedir": 1.117341576451068, "in-drivable-lane": 0, "deviation-heading": 0.40954933125882975, "deviation-center-line": 0.24408758579042247}}
No reset possible
12396841Yun Chen 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:11
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driven_lanedir_median0.16548041750838438
deviation-center-line_median0.05735296900410164
in-drivable-lane_median0


other stats
deviation-center-line_max0.9463418087043488
deviation-center-line_mean0.2543377680821691
deviation-center-line_min0.03063995085121987
deviation-heading_max1.0092733333566195
deviation-heading_mean0.3746029796809983
deviation-heading_median0.22652271718252648
deviation-heading_min0.1274968541282712
driven_any_max2.7637499905843392
driven_any_mean0.7625978350343653
driven_any_median0.19245085264743353
driven_any_min0.106959809963321
driven_lanedir_max1.8723973621997376
driven_lanedir_mean0.5724673477558537
driven_lanedir_min0.08834598097435897
in-drivable-lane_max2.5666666666666593
in-drivable-lane_mean0.5133333333333319
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 2.7637499905843392, "driven_lanedir": 1.8723973621997376, "in-drivable-lane": 2.5666666666666593, "deviation-heading": 1.0092733333566195, "deviation-center-line": 0.9463418087043488}, "ep001": {"driven_any": 0.5785217497164952, "driven_lanedir": 0.5712959741294661, "in-drivable-lane": 0, "deviation-heading": 0.22652271718252648, "deviation-center-line": 0.18325222971101332}, "ep002": {"driven_any": 0.19245085264743353, "driven_lanedir": 0.16548041750838438, "in-drivable-lane": 0, "deviation-heading": 0.3056686008150885, "deviation-center-line": 0.054101882140161865}, "ep003": {"driven_any": 0.106959809963321, "driven_lanedir": 0.08834598097435897, "in-drivable-lane": 0, "deviation-heading": 0.204053392922486, "deviation-center-line": 0.03063995085121987}, "ep004": {"driven_any": 0.17130677226023752, "driven_lanedir": 0.16481700396732157, "in-drivable-lane": 0, "deviation-heading": 0.1274968541282712, "deviation-center-line": 0.05735296900410164}}
No reset possible
12394844Orlando Marquez 🇨🇦Imitatingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median2.3000000000000016


other stats
episodes
details{"ep000": {"nsteps": 97, "reward": -11.572926941015709, "good_angle": 2.2215442522746263, "survival_time": 3.2333333333333316, "traveled_tiles": 2, "valid_direction": 1.2666666666666622}, "ep001": {"nsteps": 52, "reward": -18.851883386476683, "good_angle": 0.015360840467033334, "survival_time": 1.7333333333333354, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 69, "reward": -14.08181633118648, "good_angle": 0.4049078030048333, "survival_time": 2.3000000000000016, "traveled_tiles": 2, "valid_direction": 0.8333333333333337}, "ep003": {"nsteps": 65, "reward": -15.034295014206034, "good_angle": 0.022388836451786243, "survival_time": 2.1666666666666687, "traveled_tiles": 2, "valid_direction": 0}, "ep004": {"nsteps": 101, "reward": -9.732254507190705, "good_angle": 0.38754994598126385, "survival_time": 3.3666666666666645, "traveled_tiles": 3, "valid_direction": 0.8666666666666636}}
good_angle_max2.2215442522746263
good_angle_mean0.6103503356359086
good_angle_median0.38754994598126385
good_angle_min0.015360840467033334
reward_max-9.732254507190705
reward_mean-13.854635236015122
reward_median-14.08181633118648
reward_min-18.851883386476683
survival_time_max3.3666666666666645
survival_time_mean2.56
survival_time_min1.7333333333333354
traveled_tiles_max3
traveled_tiles_mean2.2
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max1.2666666666666622
valid_direction_mean0.5933333333333319
valid_direction_median0.8333333333333337
valid_direction_min0
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123871096Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:52
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videos1
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12372841Yun Chen 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:04:29
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simulation-passed1
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123501090Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:03:32
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driven_lanedir_median8.933316641125803
deviation-center-line_median1.2292821466923836
in-drivable-lane_median3.100000000000013


other stats
deviation-center-line_max2.2457110839063468
deviation-center-line_mean1.2324814094178236
deviation-center-line_min0.22140617154431255
deviation-heading_max2.331088397643186
deviation-heading_mean1.5781097282404914
deviation-heading_median1.6094296858859996
deviation-heading_min0.4953293521438061
driven_any_max18.653631500331866
driven_any_mean12.104221124477624
driven_any_median13.10407894246186
driven_any_min2.876525092005095
driven_lanedir_max14.548287816331936
driven_lanedir_mean9.438098459530847
driven_lanedir_min2.4721395426647117
in-drivable-lane_max3.766666666666659
in-drivable-lane_mean2.1733333333333364
in-drivable-lane_min0.3000000000000008
per-episodes
details{"ep000": {"driven_any": 18.41904581260724, "driven_lanedir": 14.437401675818506, "in-drivable-lane": 3.100000000000013, "deviation-heading": 2.3115523162012512, "deviation-center-line": 2.2457110839063468}, "ep001": {"driven_any": 2.876525092005095, "driven_lanedir": 2.4721395426647117, "in-drivable-lane": 0.3000000000000008, "deviation-heading": 0.4953293521438061, "deviation-center-line": 0.22140617154431255}, "ep002": {"driven_any": 7.467824274982057, "driven_lanedir": 6.79934662171328, "in-drivable-lane": 0.4666666666666651, "deviation-heading": 1.1431488893282131, "deviation-center-line": 0.540840414910557}, "ep003": {"driven_any": 13.10407894246186, "driven_lanedir": 8.933316641125803, "in-drivable-lane": 3.766666666666659, "deviation-heading": 1.6094296858859996, "deviation-center-line": 1.2292821466923836}, "ep004": {"driven_any": 18.653631500331866, "driven_lanedir": 14.548287816331936, "in-drivable-lane": 3.2333333333333427, "deviation-heading": 2.331088397643186, "deviation-center-line": 1.9251672300355185}}
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123441090Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:40
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123411094Krishna Murthy Jatavallabhula 🇨🇦gym_duckietown + opencvaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:38
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 544, in run
    solve(params, cis)
  File "solution.py", line 471, in solve
    color_classes = [0 for i in range(lines.shape[0])]
AttributeError: 'NoneType' object has no attribute 'shape'


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123351092Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:44
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videos1
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12332580Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median1.633333333333335


other stats
episodes
details{"ep000": {"nsteps": 30, "reward": -35.07678809563319, "good_angle": 0.2691047346578168, "survival_time": 1, "traveled_tiles": 1, "valid_direction": 0.46666666666666656}, "ep001": {"nsteps": 49, "reward": -20.565960728211746, "good_angle": 0.7059828874449735, "survival_time": 1.633333333333335, "traveled_tiles": 2, "valid_direction": 1.2000000000000015}, "ep002": {"nsteps": 76, "reward": -13.886213479416543, "good_angle": 1.516793735550256, "survival_time": 2.533333333333334, "traveled_tiles": 3, "valid_direction": 1.200000000000001}, "ep003": {"nsteps": 47, "reward": -21.05821041344972, "good_angle": 0.9997947264738454, "survival_time": 1.5666666666666682, "traveled_tiles": 1, "valid_direction": 0.7666666666666683}, "ep004": {"nsteps": 53, "reward": -19.21563200005945, "good_angle": 1.4334532821411143, "survival_time": 1.7666666666666688, "traveled_tiles": 3, "valid_direction": 0.7666666666666688}}
good_angle_max1.516793735550256
good_angle_mean0.9850258732536012
good_angle_median0.9997947264738454
good_angle_min0.2691047346578168
reward_max-13.886213479416543
reward_mean-21.960560943354132
reward_median-20.565960728211746
reward_min-35.07678809563319
survival_time_max2.533333333333334
survival_time_mean1.7000000000000015
survival_time_min1
traveled_tiles_max3
traveled_tiles_mean2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.2000000000000015
valid_direction_mean0.8800000000000013
valid_direction_median0.7666666666666688
valid_direction_min0.46666666666666656
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12319580Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:34
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simulation-passed1
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12314578Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:08
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driven_lanedir_median0.5239902704402293
deviation-center-line_median0.05545240330565752
in-drivable-lane_median0.36666666666666664


other stats
deviation-center-line_max0.4525392341187125
deviation-center-line_mean0.12358136639808172
deviation-center-line_min0
deviation-heading_max2.295461640521493
deviation-heading_mean0.7286690907892088
deviation-heading_median0.4651136443638835
deviation-heading_min0
driven_any_max5.6679847453956045
driven_any_mean1.7194568094716665
driven_any_median0.896130465343078
driven_any_min0.46903604856838865
driven_lanedir_max4.950095162444979
driven_lanedir_mean1.2750957979521356
driven_lanedir_min0
in-drivable-lane_max0.8333333333333333
in-drivable-lane_mean0.4533333333333333
in-drivable-lane_min0.30000000000000004
per-episodes
details{"ep000": {"driven_any": 0.46903604856838865, "driven_lanedir": 0, "in-drivable-lane": 0.8333333333333333, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 1.05434629688418, "driven_lanedir": 0.7281786907071637, "in-drivable-lane": 0.3000000000000004, "deviation-heading": 0.4651136443638835, "deviation-center-line": 0.05545240330565752}, "ep002": {"driven_any": 0.5097864911670816, "driven_lanedir": 0.17321486616830617, "in-drivable-lane": 0.36666666666666664, "deviation-heading": 0.3269869184095859, "deviation-center-line": 0.040135109467642247}, "ep003": {"driven_any": 5.6679847453956045, "driven_lanedir": 4.950095162444979, "in-drivable-lane": 0.4666666666666661, "deviation-heading": 2.295461640521493, "deviation-center-line": 0.4525392341187125}, "ep004": {"driven_any": 0.896130465343078, "driven_lanedir": 0.5239902704402293, "in-drivable-lane": 0.30000000000000004, "deviation-heading": 0.5557832506510817, "deviation-center-line": 0.06978008509839638}}
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12308578Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:48
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12297834Samuel LavoieYoung Dukeaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:04:44
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 111, in run
    solve(params, cis)
  File "solution.py", line 75, in solve
    observation, reward, done, info = env.step(action)
  File "/opt/conda/lib/python3.6/site-packages/gym/core.py", line 332, in step
    return self.env.step(action)
  File "/opt/conda/lib/python3.6/site-packages/gym/core.py", line 304, in step
    observation, reward, done, info = self.env.step(action)
  File "/opt/conda/lib/python3.6/site-packages/gym/core.py", line 304, in step
    observation, reward, done, info = self.env.step(action)
  File "/opt/conda/lib/python3.6/site-packages/gym/core.py", line 304, in step
    observation, reward, done, info = self.env.step(action)
  File "/opt/conda/lib/python3.6/site-packages/gym/wrappers/time_limit.py", line 31, in step
    observation, reward, done, info = self.env.step(action)
  File "/workspace/src/gym-duckietown-agent/gym_duckietown_agent/envs/simplesimagent_env.py", line 109, in step
    obs, rew, done, misc = self.sim.step(action, with_observation=True)
  File "/workspace/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 55, in step
    return self._failsafe_observe(msg)
  File "/workspace/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 86, in _failsafe_observe
    raise Exception(msg)
Exception: Giving up to connect to the gym duckietown server at host: evaluator

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
duckietown_challenges.exceptions.InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 111, in run
    solve(params, cis)
  File "solution.py", line 75, in solve
    observation, reward, done, info = env.step(action)
  File "/opt/conda/lib/python3.6/site-packages/gym/core.py", line 332, in step
    return self.env.step(action)
  File "/opt/conda/lib/python3.6/site-packages/gym/core.py", line 304, in step
    observation, reward, done, info = self.env.step(action)
  File "/opt/conda/lib/python3.6/site-packages/gym/core.py", line 304, in step
    observation, reward, done, info = self.env.step(action)
  File "/opt/conda/lib/python3.6/site-packages/gym/core.py", line 304, in step
    observation, reward, done, info = self.env.step(action)
  File "/opt/conda/lib/python3.6/site-packages/gym/wrappers/time_limit.py", line 31, in step
    observation, reward, done, info = self.env.step(action)
  File "/workspace/src/gym-duckietown-agent/gym_duckietown_agent/envs/simplesimagent_env.py", line 109, in step
    obs, rew, done, misc = self.sim.step(action, with_observation=True)
  File "/workspace/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 55, in step
    return self._failsafe_observe(msg)
  File "/workspace/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 86, in _failsafe_observe
    raise Exception(msg)
Exception: Giving up to connect to the gym duckietown server at host: evaluator


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12294322Bhairav MehtaPyTorch DDPG templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:31
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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12289321Andrea Censi 🇨🇭PyTorch DDPG templateaido1_LFV_r1-v3step1-simulationfailedyesrudolf-80:00:48
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 586, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 581, in wrap_solution
    solution.run(cis)
  File "solution.py", line 87, in run
    solve(params, cis)
  File "solution.py", line 62, in solve
    observation, reward, done, info = env.step(action)
  File "/opt/conda/lib/python2.7/site-packages/gym/core.py", line 332, in step
    return self.env.step(action)
  File "/opt/conda/lib/python2.7/site-packages/gym/core.py", line 332, in step
    return self.env.step(action)
  File "/opt/conda/lib/python2.7/site-packages/gym/core.py", line 304, in step
    observation, reward, done, info = self.env.step(action)
  File "/opt/conda/lib/python2.7/site-packages/gym/core.py", line 304, in step
    observation, reward, done, info = self.env.step(action)
  File "/opt/conda/lib/python2.7/site-packages/gym/wrappers/time_limit.py", line 31, in step
    observation, reward, done, info = self.env.step(action)
  File "/workspace/src/gym-duckietown-agent/gym_duckietown_agent/envs/simplesimagent_env.py", line 107, in step
    obs, rew, done, misc = self.sim.step(action, with_observation=True)
  File "/workspace/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 55, in step
    return self._failsafe_observe(msg)
  File "/workspace/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 86, in _failsafe_observe
    raise Exception(msg)
Exception: Giving up to connect to the gym duckietown server at host: evaluator


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12285576Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:37
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videos1
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12268320Andrea Censi 🇨🇭PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:41
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 586, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 581, in wrap_solution
    solution.run(cis)
  File "solution.py", line 87, in run
    solve(params, cis)
  File "solution.py", line 60, in solve
    action = model.predict(observation)
  File "/workspace/model.py", line 176, in predict
    return self.actor(state).cpu().data.numpy().flatten()
  File "/opt/conda/lib/python2.7/site-packages/torch/nn/modules/module.py", line 477, in __call__
    result = self.forward(*input, **kwargs)
  File "/workspace/model.py", line 72, in forward
    x = self.lr(self.lin1(x))
  File "/opt/conda/lib/python2.7/site-packages/torch/nn/modules/module.py", line 477, in __call__
    result = self.forward(*input, **kwargs)
  File "/opt/conda/lib/python2.7/site-packages/torch/nn/modules/linear.py", line 55, in forward
    return F.linear(input, self.weight, self.bias)
  File "/opt/conda/lib/python2.7/site-packages/torch/nn/functional.py", line 1024, in linear
    return torch.addmm(bias, input, weight.t())
RuntimeError: size mismatch, m1: [1 x 127872], m2: [4032 x 512] at /tmp/pip-req-build-vRRdPa/aten/src/TH/generic/THTensorMath.cpp:2070


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12262319Julian ZillyBaseline solution using imitation learning from logsaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:28
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 581, in wrap_solution
    solution.run(cis)
  File "solution.py", line 88, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Can't connect to the gym-duckietown-server

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12258829Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:35
Artefacts hidden. If you are the author, please login using the top-right link or use the dashboard.
driven_lanedir_median1.6771841021538645
deviation-center-line_median0.1783283136710628
in-drivable-lane_median1.433333333333335


other stats
deviation-center-line_max0.515637096594444
deviation-center-line_mean0.2356417449451789
deviation-center-line_min0
deviation-heading_max1.4656693619568912
deviation-heading_mean0.7459655493715927
deviation-heading_median0.7745742164091756
deviation-heading_min0
driven_any_max6.3134671434570295
driven_any_mean3.4877442976286384
driven_any_median3.725514177372329
driven_any_min0.6568618121898631
driven_lanedir_max3.859421629992368
driven_lanedir_mean2.045330451352009
driven_lanedir_min0
in-drivable-lane_max3.999999999999992
in-drivable-lane_mean1.9266666666666643
in-drivable-lane_min0.6000000000000012
per-episodes
details{"ep000": {"driven_any": 0.6568618121898631, "driven_lanedir": 0, "in-drivable-lane": 1.166666666666667, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 6.3134671434570295, "driven_lanedir": 3.859421629992368, "in-drivable-lane": 2.433333333333327, "deviation-heading": 1.4656693619568912, "deviation-center-line": 0.515637096594444}, "ep002": {"driven_any": 4.707218426372725, "driven_lanedir": 3.254461726664029, "in-drivable-lane": 1.433333333333335, "deviation-heading": 1.1203534513583189, "deviation-center-line": 0.34943685020863585}, "ep003": {"driven_any": 2.035659928751244, "driven_lanedir": 1.6771841021538645, "in-drivable-lane": 0.6000000000000012, "deviation-heading": 0.3692307171335784, "deviation-center-line": 0.13480646425175163}, "ep004": {"driven_any": 3.725514177372329, "driven_lanedir": 1.4355847979497849, "in-drivable-lane": 3.999999999999992, "deviation-heading": 0.7745742164091756, "deviation-center-line": 0.1783283136710628}}
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12256828Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:22
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driven_lanedir_median0.8646721730779665
deviation-center-line_median0.105663082575302
in-drivable-lane_median0.5


other stats
deviation-center-line_max0.8245397568820912
deviation-center-line_mean0.22157396892133363
deviation-center-line_min0
deviation-heading_max1.3760367506510205
deviation-heading_mean0.5334814338181005
deviation-heading_median0.47073089486557673
deviation-heading_min0
driven_any_max8.312994772085199
driven_any_mean2.6473677210075577
driven_any_median1.313974417884953
driven_any_min1.0269850338230375
driven_lanedir_max5.320572467625313
driven_lanedir_mean1.5811194780389943
driven_lanedir_min0
in-drivable-lane_max3.5999999999999934
in-drivable-lane_mean1.226666666666666
in-drivable-lane_min0.3000000000000004
per-episodes
details{"ep000": {"driven_any": 1.1036091032243271, "driven_lanedir": 0, "in-drivable-lane": 1.333333333333334, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 8.312994772085199, "driven_lanedir": 5.320572467625313, "in-drivable-lane": 3.5999999999999934, "deviation-heading": 1.3760367506510205, "deviation-center-line": 0.8245397568820912}, "ep002": {"driven_any": 1.0269850338230375, "driven_lanedir": 0.5907531790331726, "in-drivable-lane": 0.5, "deviation-heading": 0.32654784999125136, "deviation-center-line": 0.05102474944523634}, "ep003": {"driven_any": 1.4792752780202714, "driven_lanedir": 1.1295995704585189, "in-drivable-lane": 0.400000000000001, "deviation-heading": 0.4940916735826545, "deviation-center-line": 0.12664225570403856}, "ep004": {"driven_any": 1.313974417884953, "driven_lanedir": 0.8646721730779665, "in-drivable-lane": 0.3000000000000004, "deviation-heading": 0.47073089486557673, "deviation-center-line": 0.105663082575302}}
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12254829Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:32
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videos1
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12251829Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:20
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survival_time_median5.49999999999999


other stats
episodes
details{"ep000": {"nsteps": 36, "reward": -29.487023785710335, "good_angle": 0.31190937854029055, "survival_time": 1.2000000000000004, "traveled_tiles": 2, "valid_direction": 0.6000000000000004}, "ep001": {"nsteps": 229, "reward": -4.282930066459304, "good_angle": 1.4287265284343271, "survival_time": 7.633333333333316, "traveled_tiles": 12, "valid_direction": 2.3999999999999964}, "ep002": {"nsteps": 165, "reward": -5.662128073592303, "good_angle": 0.6266620386561079, "survival_time": 5.49999999999999, "traveled_tiles": 9, "valid_direction": 0.8999999999999994}, "ep003": {"nsteps": 75, "reward": -12.773614008923373, "good_angle": 0.11498710295399482, "survival_time": 2.500000000000001, "traveled_tiles": 4, "valid_direction": 0.03333333333333344}, "ep004": {"nsteps": 181, "reward": -5.942324150456579, "good_angle": 1.588377960926397, "survival_time": 6.033333333333322, "traveled_tiles": 8, "valid_direction": 3.2666666666666626}}
good_angle_max1.588377960926397
good_angle_mean0.8141326019022234
good_angle_median0.6266620386561079
good_angle_min0.11498710295399482
reward_max-4.282930066459304
reward_mean-11.629604017028376
reward_median-5.942324150456579
reward_min-29.487023785710335
survival_time_max7.633333333333316
survival_time_mean4.573333333333325
survival_time_min1.2000000000000004
traveled_tiles_max12
traveled_tiles_mean7
traveled_tiles_median8
traveled_tiles_min2
valid_direction_max3.2666666666666626
valid_direction_mean1.4399999999999984
valid_direction_median0.8999999999999994
valid_direction_min0.03333333333333344
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122451085Pravish Sainath 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median16.666666666666654


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.707857108870172, "good_angle": 13.673597975862942, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.866666666666656}, "ep001": {"nsteps": 500, "reward": -0.5022063921098597, "good_angle": 13.582621889235844, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.49999999999999}, "ep002": {"nsteps": 500, "reward": -0.4246246227435768, "good_angle": 13.78229574138966, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 13.166666666666654}, "ep003": {"nsteps": 500, "reward": -0.5727084119940992, "good_angle": 13.599460658213808, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.566666666666656}, "ep004": {"nsteps": 500, "reward": -0.7332188416328281, "good_angle": 13.721003520536645, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 13.066666666666656}}
good_angle_max13.78229574138966
good_angle_mean13.67179595704778
good_angle_median13.673597975862942
good_angle_min13.582621889235844
reward_max-0.4246246227435768
reward_mean-0.5881230754701072
reward_median-0.5727084119940992
reward_min-0.7332188416328281
survival_time_max16.666666666666654
survival_time_mean16.666666666666654
survival_time_min16.666666666666654
traveled_tiles_max2
traveled_tiles_mean1.6
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max13.166666666666654
valid_direction_mean12.833333333333323
valid_direction_median12.866666666666656
valid_direction_min12.49999999999999
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12239573Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:01:26
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simulation-passed1
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12233571Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:43
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videos1
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12232571Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median1.466666666666668


other stats
episodes
details{"ep000": {"nsteps": 29, "reward": -36.328238100841126, "good_angle": 0.25219829064981025, "survival_time": 0.9666666666666666, "traveled_tiles": 1, "valid_direction": 0.3999999999999999}, "ep001": {"nsteps": 53, "reward": -18.87573795828898, "good_angle": 0.7084677278320809, "survival_time": 1.7666666666666688, "traveled_tiles": 2, "valid_direction": 1.100000000000002}, "ep002": {"nsteps": 34, "reward": -30.44518172204056, "good_angle": 1.1440173080810585, "survival_time": 1.1333333333333335, "traveled_tiles": 3, "valid_direction": 1}, "ep003": {"nsteps": 50, "reward": -20.515826519373803, "good_angle": 0.9638982272481724, "survival_time": 1.6666666666666683, "traveled_tiles": 3, "valid_direction": 1.1333333333333349}, "ep004": {"nsteps": 44, "reward": -22.98097401692278, "good_angle": 0.975185964723773, "survival_time": 1.466666666666668, "traveled_tiles": 1, "valid_direction": 1.0333333333333343}}
good_angle_max1.1440173080810585
good_angle_mean0.808753503706979
good_angle_median0.9638982272481724
good_angle_min0.25219829064981025
reward_max-18.87573795828898
reward_mean-25.829191663493457
reward_median-22.98097401692278
reward_min-36.328238100841126
survival_time_max1.7666666666666688
survival_time_mean1.400000000000001
survival_time_min0.9666666666666666
traveled_tiles_max3
traveled_tiles_mean2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.1333333333333349
valid_direction_mean0.9333333333333342
valid_direction_median1.0333333333333343
valid_direction_min0.3999999999999999
No reset possible
12134304Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:30:34
Timeout: Waited 180 [...]
Timeout:

Waited 1802.30460906 for container to finish. Giving up. 
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121331071Krishna Murthy Jatavallabhula 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step1-simulationerroryesrudolf-80:00:47
The result file is n [...]
The result file is not found. This usually means that the evaluator did not finish
and some times that there was an import error.

Check the evaluator log to see what happened.
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12112812Benjamin Ramtoula 🇨🇦My modified ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:10:54
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other stats
simulation-passed1
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121031065Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:59
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driven_lanedir_median0.7846784008882769
deviation-center-line_median0.08863906300997865
in-drivable-lane_median0.2000000000000003


other stats
deviation-center-line_max0.1319716322107921
deviation-center-line_mean0.08702200626337402
deviation-center-line_min0.04070828783020649
deviation-heading_max0.5746272759686628
deviation-heading_mean0.42228963420992127
deviation-heading_median0.415312654795578
deviation-heading_min0.2790055053863645
driven_any_max1.3980341558889429
driven_any_mean1.1092882124086183
driven_any_median1.1590104581550738
driven_any_min0.7758035861279924
driven_lanedir_max1.0010318023532123
driven_lanedir_mean0.7795625142530944
driven_lanedir_min0.41144346010785215
in-drivable-lane_max0.6
in-drivable-lane_mean0.2200000000000002
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.02697387753619, "driven_lanedir": 0.41144346010785215, "in-drivable-lane": 0.6, "deviation-heading": 0.2790055053863645, "deviation-center-line": 0.058842426959789675}, "ep001": {"driven_any": 1.3980341558889429, "driven_lanedir": 1.0010318023532123, "in-drivable-lane": 0.2333333333333341, "deviation-heading": 0.5746272759686628, "deviation-center-line": 0.1319716322107921}, "ep002": {"driven_any": 0.7758035861279924, "driven_lanedir": 0.7193326018343547, "in-drivable-lane": 0, "deviation-heading": 0.2793140428117102, "deviation-center-line": 0.04070828783020649}, "ep003": {"driven_any": 1.1866189843348935, "driven_lanedir": 0.9813263060817756, "in-drivable-lane": 0.06666666666666665, "deviation-heading": 0.415312654795578, "deviation-center-line": 0.08863906300997865}, "ep004": {"driven_any": 1.1590104581550738, "driven_lanedir": 0.7846784008882769, "in-drivable-lane": 0.2000000000000003, "deviation-heading": 0.5631886920872908, "deviation-center-line": 0.1149486213061032}}
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12101554Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median1.2666666666666673


other stats
episodes
details{"ep000": {"nsteps": 19, "reward": -54.04303243285731, "good_angle": 0.15631507639012382, "survival_time": 0.6333333333333333, "traveled_tiles": 1, "valid_direction": 0.23333333333333336}, "ep001": {"nsteps": 38, "reward": -26.11093427378096, "good_angle": 0.6078020574161492, "survival_time": 1.2666666666666673, "traveled_tiles": 2, "valid_direction": 0.6666666666666673}, "ep002": {"nsteps": 111, "reward": -8.9534113046688, "good_angle": 4.769914722800369, "survival_time": 3.6999999999999966, "traveled_tiles": 4, "valid_direction": 1.9333333333333296}, "ep003": {"nsteps": 33, "reward": -30.29189612264886, "good_angle": 0.8292507322937553, "survival_time": 1.1, "traveled_tiles": 1, "valid_direction": 0.6666666666666667}, "ep004": {"nsteps": 38, "reward": -26.93816339891208, "good_angle": 0.8669182316341976, "survival_time": 1.2666666666666673, "traveled_tiles": 3, "valid_direction": 0.7000000000000003}}
good_angle_max4.769914722800369
good_angle_mean1.446040164106919
good_angle_median0.8292507322937553
good_angle_min0.15631507639012382
reward_max-8.9534113046688
reward_mean-29.267487506573605
reward_median-26.93816339891208
reward_min-54.04303243285731
survival_time_max3.6999999999999966
survival_time_mean1.593333333333333
survival_time_min0.6333333333333333
traveled_tiles_max4
traveled_tiles_mean2.2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.9333333333333296
valid_direction_mean0.8399999999999995
valid_direction_median0.6666666666666673
valid_direction_min0.23333333333333336
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12086554Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:35
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simulation-passed1
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12085298Manfred DiazTensorflow templateaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:40
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 586, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 581, in wrap_solution
    solution.run(cis)
  File "solution.py", line 61, in run
    solve(params, cis)  # let's try to solve the challenge, exciting ah?
  File "solution.py", line 35, in solve
    action = model.predict(observation)
  File "/workspace/model.py", line 64, in predict
    self._observation: [state],
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 887, in run
    run_metadata_ptr)
  File "/usr/local/lib/python2.7/dist-packages/tensorflow/python/client/session.py", line 1086, in _run
    str(subfeed_t.get_shape())))
ValueError: Cannot feed value of shape (1, 120, 160, 3) for Tensor u'state:0', which has shape '(1, 480, 640, 3)'


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12080808Samuel LavoiePyTorch DDPG templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:55
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driven_lanedir_median0.12486903572784458
deviation-center-line_median0.0345874942614169
in-drivable-lane_median0.5333333333333332


other stats
deviation-center-line_max0.2121672738236708
deviation-center-line_mean0.07147432358099816
deviation-center-line_min0.013077351521278488
deviation-heading_max1.5459455941349534
deviation-heading_mean0.5096578529150932
deviation-heading_median0.2946993595530496
deviation-heading_min0.19392852910248767
driven_any_max3.0039420832866783
driven_any_mean1.1497875563662354
driven_any_median0.7309619983612319
driven_any_min0.5312485576068683
driven_lanedir_max1.306293709862737
driven_lanedir_mean0.4707714792549124
driven_lanedir_min0.06847612818550708
in-drivable-lane_max1.2333333333333318
in-drivable-lane_mean0.573333333333333
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.7309619983612319, "driven_lanedir": 0.12486903572784458, "in-drivable-lane": 0.6333333333333333, "deviation-heading": 0.3177861023016073, "deviation-center-line": 0.0345874942614169}, "ep001": {"driven_any": 0.5312485576068683, "driven_lanedir": 0.06847612818550708, "in-drivable-lane": 0.4666666666666666, "deviation-heading": 0.19392852910248767, "deviation-center-line": 0.013077351521278488}, "ep002": {"driven_any": 0.7932354820839272, "driven_lanedir": 0.7738303211707587, "in-drivable-lane": 0, "deviation-heading": 0.1959296794833685, "deviation-center-line": 0.08337875608416909}, "ep003": {"driven_any": 3.0039420832866783, "driven_lanedir": 1.306293709862737, "in-drivable-lane": 1.2333333333333318, "deviation-heading": 1.5459455941349534, "deviation-center-line": 0.2121672738236708}, "ep004": {"driven_any": 0.6895496604924721, "driven_lanedir": 0.08038820132771463, "in-drivable-lane": 0.5333333333333332, "deviation-heading": 0.2946993595530496, "deviation-center-line": 0.014160742214455523}}
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12078808Samuel LavoiePyTorch DDPG templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:39
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videos1
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12075808Samuel LavoiePyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:20
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survival_time_median0.9333333333333332


other stats
episodes
details{"ep000": {"nsteps": 31, "reward": -33.261335724243715, "good_angle": 0.8874710057967482, "survival_time": 1.0333333333333332, "traveled_tiles": 1, "valid_direction": 0.8999999999999999}, "ep001": {"nsteps": 21, "reward": -48.29406345440518, "good_angle": 0.701534455551771, "survival_time": 0.7, "traveled_tiles": 1, "valid_direction": 0.5666666666666667}, "ep002": {"nsteps": 28, "reward": -35.771588663836674, "good_angle": 0.10258538026416077, "survival_time": 0.9333333333333332, "traveled_tiles": 2, "valid_direction": 0.2666666666666666}, "ep003": {"nsteps": 106, "reward": -9.709731108139987, "good_angle": 2.4952182525479856, "survival_time": 3.5333333333333306, "traveled_tiles": 1, "valid_direction": 2.866666666666664}, "ep004": {"nsteps": 25, "reward": -40.555217097401616, "good_angle": 0.7039357989091393, "survival_time": 0.8333333333333333, "traveled_tiles": 2, "valid_direction": 0.5333333333333332}}
good_angle_max2.4952182525479856
good_angle_mean0.9781489786139608
good_angle_median0.7039357989091393
good_angle_min0.10258538026416077
reward_max-9.709731108139987
reward_mean-33.518387209605436
reward_median-35.771588663836674
reward_min-48.29406345440518
survival_time_max3.5333333333333306
survival_time_mean1.406666666666666
survival_time_min0.7
traveled_tiles_max2
traveled_tiles_mean1.4
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max2.866666666666664
valid_direction_mean1.026666666666666
valid_direction_median0.5666666666666667
valid_direction_min0.2666666666666666
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12065808Samuel LavoiePyTorch DDPG templateaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:27
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simulation-passed1
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120421060Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:10:36
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 477, in wrap_evaluator
    cie.wait_for_solution()
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 270, in wait_for_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Time out: Timeout of 600 while waiting for /challenge-solution-output/output-solution.yaml.
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120211057Benjamin Ramtoula 🇨🇦My ROS solutionaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:09:24
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "./solution.py", line 93, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Giving up to connect to the gym duckietown server at host: evaluator

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120141054David AbrahamPytorch ILaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:13
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driven_lanedir_median5.538137320473142
deviation-center-line_median0.3691379532357484
in-drivable-lane_median0.23333333333333273


other stats
deviation-center-line_max0.6925792338292996
deviation-center-line_mean0.33461800329852004
deviation-center-line_min0.05001402818303034
deviation-heading_max1.1831590869021773
deviation-heading_mean0.8293193245660213
deviation-heading_median0.959141110196616
deviation-heading_min0.3762540650571352
driven_any_max9.055905828995597
driven_any_mean5.209887701364129
driven_any_median5.841503091085478
driven_any_min1.0900752868376526
driven_lanedir_max8.308797160042369
driven_lanedir_mean4.714020611116874
driven_lanedir_min0.1557698512343787
in-drivable-lane_max0.9333333333333332
in-drivable-lane_mean0.4066666666666663
in-drivable-lane_min0.033333333333333326
per-episodes
details{"ep000": {"driven_any": 1.0900752868376526, "driven_lanedir": 0.1557698512343787, "in-drivable-lane": 0.9333333333333332, "deviation-heading": 0.3762540650571352, "deviation-center-line": 0.05001402818303034}, "ep001": {"driven_any": 9.055905828995597, "driven_lanedir": 8.308797160042369, "in-drivable-lane": 0.6666666666666661, "deviation-heading": 1.1831590869021773, "deviation-center-line": 0.6925792338292996}, "ep002": {"driven_any": 8.636591939674345, "driven_lanedir": 8.259798240137062, "in-drivable-lane": 0.23333333333333273, "deviation-heading": 1.1595104794431208, "deviation-center-line": 0.44848817688325254}, "ep003": {"driven_any": 5.841503091085478, "driven_lanedir": 5.538137320473142, "in-drivable-lane": 0.1666666666666663, "deviation-heading": 0.959141110196616, "deviation-center-line": 0.3691379532357484}, "ep004": {"driven_any": 1.425362360227575, "driven_lanedir": 1.307600483697421, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.4685318812310574, "deviation-center-line": 0.1128706243612691}}
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120121054David AbrahamPytorch ILaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:49
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other stats
videos1
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120101054David AbrahamPytorch ILaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:21
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survival_time_median7.033333333333318


other stats
episodes
details{"ep000": {"nsteps": 41, "reward": -24.69214223357054, "good_angle": 0.5289426357517327, "survival_time": 1.3666666666666676, "traveled_tiles": 2, "valid_direction": 0.5333333333333343}, "ep001": {"nsteps": 326, "reward": -2.0726023839181003, "good_angle": 0.18979383436268943, "survival_time": 10.86666666666664, "traveled_tiles": 17, "valid_direction": 0.29999999999999893}, "ep002": {"nsteps": 311, "reward": -2.2084603803681504, "good_angle": 0.1777091358032317, "survival_time": 10.36666666666664, "traveled_tiles": 15, "valid_direction": 0.2666666666666657}, "ep003": {"nsteps": 211, "reward": -3.740178232650621, "good_angle": 0.1706756364785178, "survival_time": 7.033333333333318, "traveled_tiles": 11, "valid_direction": 0.29999999999999893}, "ep004": {"nsteps": 53, "reward": -18.14022160504224, "good_angle": 0.14613918095876052, "survival_time": 1.7666666666666688, "traveled_tiles": 4, "valid_direction": 0.30000000000000093}}
good_angle_max0.5289426357517327
good_angle_mean0.24265208467098645
good_angle_median0.1777091358032317
good_angle_min0.14613918095876052
reward_max-2.0726023839181003
reward_mean-10.170720967109933
reward_median-3.740178232650621
reward_min-24.69214223357054
survival_time_max10.86666666666664
survival_time_mean6.279999999999986
survival_time_min1.3666666666666676
traveled_tiles_max17
traveled_tiles_mean9.8
traveled_tiles_median11
traveled_tiles_min2
valid_direction_max0.5333333333333343
valid_direction_mean0.33999999999999975
valid_direction_median0.29999999999999893
valid_direction_min0.2666666666666657
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119971054David AbrahamPytorch ILaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:46
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other stats
simulation-passed1
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119941052Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:42
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driven_lanedir_median0.33773657287609105
deviation-center-line_median0.09516422142263174
in-drivable-lane_median0


other stats
deviation-center-line_max1.9600438702202616
deviation-center-line_mean0.4633110674244501
deviation-center-line_min0.03560329380051075
deviation-heading_max1.5510350574471523
deviation-heading_mean0.4602162552387391
deviation-heading_median0.2388102696490472
deviation-heading_min0.08903668852543979
driven_any_max5.335421493657718
driven_any_mean1.3091287517468682
driven_any_median0.3533816715323244
driven_any_min0.1284543012561659
driven_lanedir_max3.1439904722484027
driven_lanedir_mean0.8624462678646303
driven_lanedir_min0.12376525571969176
in-drivable-lane_max6.366666666666648
in-drivable-lane_mean1.2733333333333294
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 5.335421493657718, "driven_lanedir": 3.1439904722484027, "in-drivable-lane": 6.366666666666648, "deviation-heading": 1.5510350574471523, "deviation-center-line": 1.9600438702202616}, "ep001": {"driven_any": 0.5892357056506053, "driven_lanedir": 0.5816628334192453, "in-drivable-lane": 0, "deviation-heading": 0.2388102696490472, "deviation-center-line": 0.18443504420351428}, "ep002": {"driven_any": 0.3533816715323244, "driven_lanedir": 0.33773657287609105, "in-drivable-lane": 0, "deviation-heading": 0.25219806346329626, "deviation-center-line": 0.09516422142263174}, "ep003": {"driven_any": 0.1391505866375277, "driven_lanedir": 0.1250762050597214, "in-drivable-lane": 0, "deviation-heading": 0.1700011971087598, "deviation-center-line": 0.03560329380051075}, "ep004": {"driven_any": 0.1284543012561659, "driven_lanedir": 0.12376525571969176, "in-drivable-lane": 0, "deviation-heading": 0.08903668852543979, "deviation-center-line": 0.041308907475332335}}
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119911052Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:07
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other stats
videos1
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119891052Mandana Samiei 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:20
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survival_time_median1.166666666666667


other stats
episodes
details{"ep000": {"nsteps": 500, "reward": -0.01996504685423133, "good_angle": 2.2441563763712735, "survival_time": 16.666666666666654, "traveled_tiles": 10, "valid_direction": 3.066666666666684}, "ep001": {"nsteps": 57, "reward": -17.275355539627764, "good_angle": 0.09779659714028584, "survival_time": 1.9000000000000024, "traveled_tiles": 2, "valid_direction": 0.10000000000000032}, "ep002": {"nsteps": 35, "reward": -28.418419221469335, "good_angle": 0.21323788258710064, "survival_time": 1.166666666666667, "traveled_tiles": 2, "valid_direction": 0.33333333333333376}, "ep003": {"nsteps": 15, "reward": -66.401728023123, "good_angle": 0.19201635050343643, "survival_time": 0.49999999999999994, "traveled_tiles": 1, "valid_direction": 0.19999999999999996}, "ep004": {"nsteps": 14, "reward": -71.17881097804222, "good_angle": 0.03294521726964412, "survival_time": 0.4666666666666666, "traveled_tiles": 2, "valid_direction": 0.09999999999999998}}
good_angle_max2.2441563763712735
good_angle_mean0.5560304847743481
good_angle_median0.19201635050343643
good_angle_min0.03294521726964412
reward_max-0.01996504685423133
reward_mean-36.65885576182331
reward_median-28.418419221469335
reward_min-71.17881097804222
survival_time_max16.666666666666654
survival_time_mean4.139999999999998
survival_time_min0.4666666666666666
traveled_tiles_max10
traveled_tiles_mean3.4
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max3.066666666666684
valid_direction_mean0.7600000000000038
valid_direction_median0.19999999999999996
valid_direction_min0.09999999999999998
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119821307Tina ChuROS-based Lane Followingaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:09
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driven_lanedir_median1.1476881863367785
deviation-center-line_median0.26037824465363996
in-drivable-lane_median0


other stats
deviation-center-line_max2.256359115876744
deviation-center-line_mean0.6298626613766681
deviation-center-line_min0.04013978409636818
deviation-heading_max2.14737935883851
deviation-heading_mean1.0166021649640722
deviation-heading_median1.1087678726836092
deviation-heading_min0.1499692902077686
driven_any_max5.335415881219703
driven_any_mean1.8038703422488045
driven_any_median1.2210536541595485
driven_any_min0.1069562926232559
driven_lanedir_max4.361755658848088
driven_lanedir_mean1.454998237123578
driven_lanedir_min0.09668612696768132
in-drivable-lane_max2.466666666666658
in-drivable-lane_mean0.846666666666664
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.9810582369959913, "driven_lanedir": 1.3018831044636343, "in-drivable-lane": 1.7666666666666626, "deviation-heading": 1.4770992580223612, "deviation-center-line": 0.4739007213413302}, "ep001": {"driven_any": 5.335415881219703, "driven_lanedir": 4.361755658848088, "in-drivable-lane": 2.466666666666658, "deviation-heading": 2.14737935883851, "deviation-center-line": 2.256359115876744}, "ep002": {"driven_any": 1.2210536541595485, "driven_lanedir": 1.1476881863367785, "in-drivable-lane": 0, "deviation-heading": 1.1087678726836092, "deviation-center-line": 0.26037824465363996}, "ep003": {"driven_any": 0.37486764624552416, "driven_lanedir": 0.3669781090017099, "in-drivable-lane": 0, "deviation-heading": 0.19979504506811163, "deviation-center-line": 0.11853544091525872}, "ep004": {"driven_any": 0.1069562926232559, "driven_lanedir": 0.09668612696768132, "in-drivable-lane": 0, "deviation-heading": 0.1499692902077686, "deviation-center-line": 0.04013978409636818}}
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11976796Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:02:42
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 118, in run
    solve(params, cis)
  File "solution.py", line 83, in solve
    observation, reward, done, info = env.step(action)
  File "/opt/conda/lib/python2.7/site-packages/gym/core.py", line 332, in step
    return self.env.step(action)
  File "/opt/conda/lib/python2.7/site-packages/gym/core.py", line 304, in step
    observation, reward, done, info = self.env.step(action)
  File "/workspace/wrappers.py", line 86, in step
    ob, reward, done, info = self.env.step(action)
  File "/opt/conda/lib/python2.7/site-packages/gym/wrappers/time_limit.py", line 31, in step
    observation, reward, done, info = self.env.step(action)
  File "/workspace/src/gym-duckietown-agent/gym_duckietown_agent/envs/simplesimagent_env.py", line 109, in step
    obs, rew, done, misc = self.sim.step(action, with_observation=True)
  File "/workspace/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 55, in step
    return self._failsafe_observe(msg)
  File "/workspace/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 86, in _failsafe_observe
    raise Exception(msg)
Exception: Giving up to connect to the gym duckietown server at host: evaluator


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11972539Jonathan Plante 🇨🇦Random executionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:08
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driven_lanedir_median0.5144003368589856
deviation-center-line_median0.09412697075315483
in-drivable-lane_median0


other stats
deviation-center-line_max0.2270968070637953
deviation-center-line_mean0.11235022971150874
deviation-center-line_min0.05540683458884296
deviation-heading_max0.7813225738409564
deviation-heading_mean0.4110582178582816
deviation-heading_median0.36764597240546987
deviation-heading_min0.12446233401769916
driven_any_max1.1541853648446183
driven_any_mean0.7984131969154893
driven_any_median0.7938345578293409
driven_any_min0.4117679821586741
driven_lanedir_max1.119793110097277
driven_lanedir_mean0.5565427885203256
driven_lanedir_min0.04159730953560947
in-drivable-lane_max2.1333333333333355
in-drivable-lane_mean0.43333333333333374
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.1144548762717998, "driven_lanedir": 0.04159730953560947, "in-drivable-lane": 2.1333333333333355, "deviation-heading": 0.7813225738409564, "deviation-center-line": 0.05540683458884296}, "ep001": {"driven_any": 0.4117679821586741, "driven_lanedir": 0.4076364243349442, "in-drivable-lane": 0, "deviation-heading": 0.13484206666231963, "deviation-center-line": 0.08155502201839152}, "ep002": {"driven_any": 0.7938345578293409, "driven_lanedir": 0.6992867617748121, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.6470181423649629, "deviation-center-line": 0.09412697075315483}, "ep003": {"driven_any": 0.517823203473013, "driven_lanedir": 0.5144003368589856, "in-drivable-lane": 0, "deviation-heading": 0.12446233401769916, "deviation-center-line": 0.10356551413335914}, "ep004": {"driven_any": 1.1541853648446183, "driven_lanedir": 1.119793110097277, "in-drivable-lane": 0, "deviation-heading": 0.36764597240546987, "deviation-center-line": 0.2270968070637953}}
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11969539Jonathan Plante 🇨🇦Random executionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:40
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other stats
videos1
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11967539Jonathan Plante 🇨🇦Random executionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median1.9666666666666697


other stats
episodes
details{"ep000": {"nsteps": 82, "reward": -13.368757516918022, "good_angle": 1.8327942692666703, "survival_time": 2.7333333333333334, "traveled_tiles": 2, "valid_direction": 1.0999999999999983}, "ep001": {"nsteps": 31, "reward": -31.885168767383984, "good_angle": 0.02116724833365587, "survival_time": 1.0333333333333332, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 59, "reward": -16.310490443671153, "good_angle": 0.3051146891755809, "survival_time": 1.9666666666666697, "traveled_tiles": 2, "valid_direction": 0.6333333333333353}, "ep003": {"nsteps": 39, "reward": -25.26286626311067, "good_angle": 0.018518829234237467, "survival_time": 1.3000000000000007, "traveled_tiles": 1, "valid_direction": 0}, "ep004": {"nsteps": 84, "reward": -11.78274332348346, "good_angle": 0.2804965891592692, "survival_time": 2.8, "traveled_tiles": 3, "valid_direction": 0.6333333333333311}}
good_angle_max1.8327942692666703
good_angle_mean0.4916183250338827
good_angle_median0.2804965891592692
good_angle_min0.018518829234237467
reward_max-11.78274332348346
reward_mean-19.722005262913456
reward_median-16.310490443671153
reward_min-31.885168767383984
survival_time_max2.8
survival_time_mean1.9666666666666672
survival_time_min1.0333333333333332
traveled_tiles_max3
traveled_tiles_mean2
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.0999999999999983
valid_direction_mean0.4733333333333329
valid_direction_median0.6333333333333311
valid_direction_min0
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11958539Jonathan Plante 🇨🇦Random executionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:04
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other stats
simulation-passed1
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119521047Pravish Sainath 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:04:30
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driven_lanedir_median-0.9636668785234112
deviation-center-line_median0.49338445004987086
in-drivable-lane_median8.066666666666643


other stats
deviation-center-line_max1.0361386940960915
deviation-center-line_mean0.6238940178107422
deviation-center-line_min0.37922554380798235
deviation-heading_max6.989697617037577
deviation-heading_mean6.520572565538167
deviation-heading_median6.322845688941065
deviation-heading_min6.131764256114312
driven_any_max3.376074451445206
driven_any_mean3.1170994521027247
driven_any_median3.0352832597871098
driven_any_min2.964027931698106
driven_lanedir_max-0.9092554495911808
driven_lanedir_mean-0.987877732640974
driven_lanedir_min-1.07738103467211
in-drivable-lane_max8.56666666666666
in-drivable-lane_mean8.193333333333324
in-drivable-lane_min7.933333333333328
per-episodes
details{"ep000": {"driven_any": 3.376074451445206, "driven_lanedir": -1.07738103467211, "in-drivable-lane": 8.36666666666666, "deviation-heading": 6.322845688941065, "deviation-center-line": 0.4874139085124462}, "ep001": {"driven_any": 3.0352832597871098, "driven_lanedir": -0.9486543126494976, "in-drivable-lane": 8.066666666666643, "deviation-heading": 6.226740231611408, "deviation-center-line": 0.7233074925873194}, "ep002": {"driven_any": 2.964027931698106, "driven_lanedir": -1.0404309877686702, "in-drivable-lane": 7.933333333333328, "deviation-heading": 6.931815033986471, "deviation-center-line": 1.0361386940960915}, "ep003": {"driven_any": 3.2059389256046775, "driven_lanedir": -0.9092554495911808, "in-drivable-lane": 8.033333333333328, "deviation-heading": 6.989697617037577, "deviation-center-line": 0.37922554380798235}, "ep004": {"driven_any": 3.004172691978525, "driven_lanedir": -0.9636668785234112, "in-drivable-lane": 8.56666666666666, "deviation-heading": 6.131764256114312, "deviation-center-line": 0.49338445004987086}}
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119481047Pravish Sainath 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:51
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videos1
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119441047Pravish Sainath 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median16.666666666666654


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episodes
details{"ep000": {"nsteps": 500, "reward": -0.5072111169388518, "good_angle": 13.618495355135195, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.633333333333324}, "ep001": {"nsteps": 481, "reward": -2.6032082860006756, "good_angle": 13.158258859721457, "survival_time": 16.03333333333329, "traveled_tiles": 1, "valid_direction": 12.3333333333333}, "ep002": {"nsteps": 500, "reward": -0.3910335956541821, "good_angle": 13.747761789112833, "survival_time": 16.666666666666654, "traveled_tiles": 1, "valid_direction": 12.866666666666656}, "ep003": {"nsteps": 500, "reward": -0.8634641408664174, "good_angle": 13.966486835730125, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 13.033333333333324}, "ep004": {"nsteps": 500, "reward": -0.5351327207293362, "good_angle": 13.680784764733591, "survival_time": 16.666666666666654, "traveled_tiles": 2, "valid_direction": 12.933333333333325}}
good_angle_max13.966486835730125
good_angle_mean13.634357520886638
good_angle_median13.680784764733591
good_angle_min13.158258859721457
reward_max-0.3910335956541821
reward_mean-0.9800099720378928
reward_median-0.5351327207293362
reward_min-2.6032082860006756
survival_time_max16.666666666666654
survival_time_mean16.539999999999985
survival_time_min16.03333333333329
traveled_tiles_max2
traveled_tiles_mean1.6
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max13.033333333333324
valid_direction_mean12.759999999999987
valid_direction_median12.866666666666656
valid_direction_min12.3333333333333
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11939536Benjamin Ramtoula 🇨🇦PyTorch DDPG templateaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:21
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survival_time_median0.8666666666666666


other stats
episodes
details{"ep000": {"nsteps": 21, "reward": -49.0672493662153, "good_angle": 0.12973207029527664, "survival_time": 0.7, "traveled_tiles": 1, "valid_direction": 0.4}, "ep001": {"nsteps": 26, "reward": -38.56132258360203, "good_angle": 0.4926470128625366, "survival_time": 0.8666666666666666, "traveled_tiles": 2, "valid_direction": 0.6666666666666665}, "ep002": {"nsteps": 60, "reward": -16.334044192486907, "good_angle": 0.3363239368119862, "survival_time": 2.0000000000000027, "traveled_tiles": 2, "valid_direction": 0.7333333333333354}, "ep003": {"nsteps": 23, "reward": -43.79361909206795, "good_angle": 0.5536747311351272, "survival_time": 0.7666666666666666, "traveled_tiles": 1, "valid_direction": 0.5333333333333332}, "ep004": {"nsteps": 30, "reward": -33.409659742812316, "good_angle": 0.5182180182007909, "survival_time": 1, "traveled_tiles": 1, "valid_direction": 0.7999999999999998}}
good_angle_max0.5536747311351272
good_angle_mean0.4061191538611435
good_angle_median0.4926470128625366
good_angle_min0.12973207029527664
reward_max-16.334044192486907
reward_mean-36.2331789954369
reward_median-38.56132258360203
reward_min-49.0672493662153
survival_time_max2.0000000000000027
survival_time_mean1.066666666666667
survival_time_min0.7
traveled_tiles_max2
traveled_tiles_mean1.4
traveled_tiles_median1
traveled_tiles_min1
valid_direction_max0.7999999999999998
valid_direction_mean0.6266666666666669
valid_direction_median0.6666666666666665
valid_direction_min0.4
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11938537Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:50
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simulation-passed1
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11915789Mikita Sazanovich 🇷🇺ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:06
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11909534Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:46
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simulation-passed1
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119041044David AbrahamPytorch ILaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:20
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driven_lanedir_median0.41155985068160095
deviation-center-line_median0.04576515611971445
in-drivable-lane_median0


other stats
deviation-center-line_max0.6790097643666503
deviation-center-line_mean0.1846591185353737
deviation-center-line_min0.03215910280249246
deviation-heading_max1.258902919083825
deviation-heading_mean0.4029877685811404
deviation-heading_median0.09634271500801804
deviation-heading_min0.05936511896651107
driven_any_max8.273541857320206
driven_any_mean2.085127190657187
driven_any_median0.4192622334126492
driven_any_min0.279490292587599
driven_lanedir_max7.496864198250639
driven_lanedir_mean1.81244926008893
driven_lanedir_min0.2735596540447722
in-drivable-lane_max0.5999999999999985
in-drivable-lane_mean0.213333333333333
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.1459221374552668, "driven_lanedir": 0.5861867421707377, "in-drivable-lane": 0.4666666666666666, "deviation-heading": 0.5184528633009765, "deviation-center-line": 0.130202581208337}, "ep001": {"driven_any": 0.30741943251021414, "driven_lanedir": 0.2940758552969003, "in-drivable-lane": 0, "deviation-heading": 0.09634271500801804, "deviation-center-line": 0.03215910280249246}, "ep002": {"driven_any": 8.273541857320206, "driven_lanedir": 7.496864198250639, "in-drivable-lane": 0.5999999999999985, "deviation-heading": 1.258902919083825, "deviation-center-line": 0.6790097643666503}, "ep003": {"driven_any": 0.4192622334126492, "driven_lanedir": 0.41155985068160095, "in-drivable-lane": 0, "deviation-heading": 0.08187522654637128, "deviation-center-line": 0.04576515611971445}, "ep004": {"driven_any": 0.279490292587599, "driven_lanedir": 0.2735596540447722, "in-drivable-lane": 0, "deviation-heading": 0.05936511896651107, "deviation-center-line": 0.036158988179674466}}
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11901788Aoming LiuRandom executionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:41
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11891514Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:38
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simulation-passed1
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11868517Jonathan Plante 🇨🇦JP pipelineaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:13
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118411040Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:10:46
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "./solution.py", line 93, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Giving up to connect to the gym duckietown server at host: evaluator

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11836527Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:00:55
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driven_lanedir_median0.29874027320638463
deviation-center-line_median0.08183921448440395
in-drivable-lane_median0.3333333333333338


other stats
deviation-center-line_max0.09814810313913722
deviation-center-line_mean0.06766274934729732
deviation-center-line_min0
deviation-heading_max1.0584719845843749
deviation-heading_mean0.7056008772378682
deviation-heading_median0.8543825652494236
deviation-heading_min0
driven_any_max0.6009239900238253
driven_any_mean0.5254591168580418
driven_any_median0.6009239900238205
driven_any_min0.2794995302436398
driven_lanedir_max0.30403407365231905
driven_lanedir_mean0.22926246456696972
driven_lanedir_min0
in-drivable-lane_max0.7
in-drivable-lane_mean0.4000000000000002
in-drivable-lane_min0.2333333333333335
per-episodes
details{"ep000": {"driven_any": 0.2794995302436398, "driven_lanedir": 0, "in-drivable-lane": 0.7, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.6009239900238205, "driven_lanedir": 0.30403407365231905, "in-drivable-lane": 0.3333333333333338, "deviation-heading": 0.8543825652494236, "deviation-center-line": 0.08183921448440395}, "ep002": {"driven_any": 0.5450240839750988, "driven_lanedir": 0.2410989873697744, "in-drivable-lane": 0.4333333333333337, "deviation-heading": 0.6938230925871635, "deviation-center-line": 0.07171316672094805}, "ep003": {"driven_any": 0.6009239900238244, "driven_lanedir": 0.30243898860637053, "in-drivable-lane": 0.3000000000000004, "deviation-heading": 0.9213267437683792, "deviation-center-line": 0.08661326239199738}, "ep004": {"driven_any": 0.6009239900238253, "driven_lanedir": 0.29874027320638463, "in-drivable-lane": 0.2333333333333335, "deviation-heading": 1.0584719845843749, "deviation-center-line": 0.09814810313913722}}
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11819522Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:04:24
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driven_lanedir_median-2.1165783877323467
deviation-center-line_median0.2194657911412292
in-drivable-lane_median8.299999999999994


other stats
deviation-center-line_max0.5309285294557311
deviation-center-line_mean0.275015305868552
deviation-center-line_min0.13659227029518645
deviation-heading_max6.5852025001888945
deviation-heading_mean6.542339066080227
deviation-heading_median6.573868260014544
deviation-heading_min6.482843321680566
driven_any_max6.89674394349743
driven_any_mean6.89674394349742
driven_any_median6.8967439434974205
driven_any_min6.896743943497403
driven_lanedir_max-2.1132848614892374
driven_lanedir_mean-2.1177606848093142
driven_lanedir_min-2.124505824870274
in-drivable-lane_max8.36666666666666
in-drivable-lane_mean8.319999999999991
in-drivable-lane_min8.299999999999992
per-episodes
details{"ep000": {"driven_any": 6.8967439434974205, "driven_lanedir": -2.124505824870274, "in-drivable-lane": 8.333333333333325, "deviation-heading": 6.491552752250759, "deviation-center-line": 0.1729146796828003}, "ep001": {"driven_any": 6.896743943497425, "driven_lanedir": -2.1163184210916683, "in-drivable-lane": 8.36666666666666, "deviation-heading": 6.482843321680566, "deviation-center-line": 0.2194657911412292}, "ep002": {"driven_any": 6.89674394349743, "driven_lanedir": -2.1165783877323467, "in-drivable-lane": 8.299999999999994, "deviation-heading": 6.573868260014544, "deviation-center-line": 0.13659227029518645}, "ep003": {"driven_any": 6.896743943497418, "driven_lanedir": -2.1132848614892374, "in-drivable-lane": 8.299999999999994, "deviation-heading": 6.5852025001888945, "deviation-center-line": 0.3151752587678129}, "ep004": {"driven_any": 6.896743943497403, "driven_lanedir": -2.1181159288630447, "in-drivable-lane": 8.299999999999992, "deviation-heading": 6.578228496266371, "deviation-center-line": 0.5309285294557311}}
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11805782Zijian Dong 🇨🇳AMOD18-AIDO not that random executionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:03:28
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simulation-passed1
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11797780Amaury Camus 🇨🇭AMOD18-AIDO not that random executionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:08
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driven_lanedir_median0.8107416877075414
deviation-center-line_median0.0950095696645212
in-drivable-lane_median0.4000000000000013


other stats
deviation-center-line_max0.21429739232685305
deviation-center-line_mean0.09736488735123972
deviation-center-line_min0
deviation-heading_max1.1333487529659694
deviation-heading_mean0.5395201359411541
deviation-heading_median0.5716924986420007
deviation-heading_min0
driven_any_max1.8101225829498648
driven_any_mean0.9312911599442116
driven_any_median0.8972961816308954
driven_any_min0.19734458932731408
driven_lanedir_max1.112901271785665
driven_lanedir_mean0.6304886241614387
driven_lanedir_min0
in-drivable-lane_max0.6999999999999975
in-drivable-lane_mean0.3266666666666664
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3179369083785575, "driven_lanedir": 0, "in-drivable-lane": 0.5333333333333333, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 1.433755537434426, "driven_lanedir": 1.0464019864657343, "in-drivable-lane": 0.4000000000000013, "deviation-heading": 0.8606070997088535, "deviation-center-line": 0.14091305602658416}, "ep002": {"driven_any": 0.8972961816308954, "driven_lanedir": 0.8107416877075414, "in-drivable-lane": 0, "deviation-heading": 0.5716924986420007, "deviation-center-line": 0.0950095696645212}, "ep003": {"driven_any": 0.19734458932731408, "driven_lanedir": 0.18239817484825305, "in-drivable-lane": 0, "deviation-heading": 0.13195232838894727, "deviation-center-line": 0.036604418738240246}, "ep004": {"driven_any": 1.8101225829498648, "driven_lanedir": 1.112901271785665, "in-drivable-lane": 0.6999999999999975, "deviation-heading": 1.1333487529659694, "deviation-center-line": 0.21429739232685305}}
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11792524Anton Mashikhin 🇷🇺AI DL RL MML XXXL 2k18 yooaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:48
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11788780Amaury Camus 🇨🇭AMOD18-AIDO not that random executionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:22
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survival_time_median1.5666666666666682


other stats
episodes
details{"ep000": {"nsteps": 17, "reward": -60.50628664914299, "good_angle": 0.18383847934415715, "survival_time": 0.5666666666666667, "traveled_tiles": 1, "valid_direction": 0.4}, "ep001": {"nsteps": 74, "reward": -12.94880785034164, "good_angle": 0.49858957707595875, "survival_time": 2.4666666666666677, "traveled_tiles": 3, "valid_direction": 1.166666666666667}, "ep002": {"nsteps": 47, "reward": -20.845271708523025, "good_angle": 0.1130446614809015, "survival_time": 1.5666666666666682, "traveled_tiles": 2, "valid_direction": 0.30000000000000093}, "ep003": {"nsteps": 12, "reward": -83.15761154191568, "good_angle": 0.08466243181358263, "survival_time": 0.4, "traveled_tiles": 1, "valid_direction": 0.16666666666666666}, "ep004": {"nsteps": 95, "reward": -10.466824504752692, "good_angle": 1.6962238296112544, "survival_time": 3.166666666666665, "traveled_tiles": 5, "valid_direction": 1.6333333333333309}}
good_angle_max1.6962238296112544
good_angle_mean0.5152717958651709
good_angle_median0.18383847934415715
good_angle_min0.08466243181358263
reward_max-10.466824504752692
reward_mean-37.584960450935206
reward_median-20.845271708523025
reward_min-83.15761154191568
survival_time_max3.166666666666665
survival_time_mean1.6333333333333335
survival_time_min0.4
traveled_tiles_max5
traveled_tiles_mean2.4
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max1.6333333333333309
valid_direction_mean0.7333333333333331
valid_direction_median0.4
valid_direction_min0.16666666666666666
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117751289Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:06:13
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driven_lanedir_median11.83382427542871
deviation-center-line_median0.9440035008510208
in-drivable-lane_median1.999999999999994


other stats
deviation-center-line_max1.0154196500670571
deviation-center-line_mean0.9621229903620956
deviation-center-line_min0.9025841805736712
deviation-heading_max3.86159066739961
deviation-heading_mean3.626558947749939
deviation-heading_median3.5964884459155355
deviation-heading_min3.349673247195551
driven_any_max13.636500503315869
driven_any_mean13.37921074863793
driven_any_median13.47649671170403
driven_any_min12.98781501210361
driven_lanedir_max11.874773573243296
driven_lanedir_mean11.385963235820208
driven_lanedir_min10.6312651978041
in-drivable-lane_max3.1333333333333293
in-drivable-lane_mean2.2399999999999993
in-drivable-lane_min1.666666666666662
per-episodes
details{"ep000": {"driven_any": 13.244204013073627, "driven_lanedir": 10.751419080760488, "in-drivable-lane": 3.1333333333333293, "deviation-heading": 3.349673247195551, "deviation-center-line": 0.9025841805736712}, "ep001": {"driven_any": 13.636500503315869, "driven_lanedir": 11.83382427542871, "in-drivable-lane": 1.999999999999994, "deviation-heading": 3.5710837347907978, "deviation-center-line": 1.0106450859756009}, "ep002": {"driven_any": 13.55103750299252, "driven_lanedir": 11.874773573243296, "in-drivable-lane": 1.6999999999999946, "deviation-heading": 3.5964884459155355, "deviation-center-line": 0.9379625343431292}, "ep003": {"driven_any": 13.47649671170403, "driven_lanedir": 11.838534051864434, "in-drivable-lane": 1.666666666666662, "deviation-heading": 3.7539586434482017, "deviation-center-line": 0.9440035008510208}, "ep004": {"driven_any": 12.98781501210361, "driven_lanedir": 10.6312651978041, "in-drivable-lane": 2.700000000000017, "deviation-heading": 3.86159066739961, "deviation-center-line": 1.0154196500670571}}
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117711034Samuel LavoieYoung Dukeaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:17
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driven_lanedir_median0.9867728315822556
deviation-center-line_median0.15584919964517974
in-drivable-lane_median1.033333333333336


other stats
deviation-center-line_max0.2639248319639064
deviation-center-line_mean0.15956758349368236
deviation-center-line_min0.0983663305336482
deviation-heading_max0.7716872448446283
deviation-heading_mean0.5584212075195806
deviation-heading_median0.5262230550293545
deviation-heading_min0.3586793401735513
driven_any_max2.7314298068373573
driven_any_mean2.2576645256452914
driven_any_median2.213220785681949
driven_any_min1.9564185293003784
driven_lanedir_max1.8985941915976603
driven_lanedir_mean1.2028324622426438
driven_lanedir_min0.9222783528312526
in-drivable-lane_max1.333333333333334
in-drivable-lane_mean1.0200000000000011
in-drivable-lane_min0.6666666666666665
per-episodes
details{"ep000": {"driven_any": 2.3918425073719103, "driven_lanedir": 0.9763751018882872, "in-drivable-lane": 1.333333333333334, "deviation-heading": 0.3586793401735513, "deviation-center-line": 0.15584919964517974}, "ep001": {"driven_any": 1.9954109990348627, "driven_lanedir": 0.9867728315822556, "in-drivable-lane": 1.200000000000002, "deviation-heading": 0.4240863435193484, "deviation-center-line": 0.0983663305336482}, "ep002": {"driven_any": 2.7314298068373573, "driven_lanedir": 1.8985941915976603, "in-drivable-lane": 0.6666666666666665, "deviation-heading": 0.7114300540310206, "deviation-center-line": 0.2639248319639064}, "ep003": {"driven_any": 2.213220785681949, "driven_lanedir": 1.230141833313763, "in-drivable-lane": 1.033333333333336, "deviation-heading": 0.5262230550293545, "deviation-center-line": 0.16523393582104118}, "ep004": {"driven_any": 1.9564185293003784, "driven_lanedir": 0.9222783528312526, "in-drivable-lane": 0.8666666666666684, "deviation-heading": 0.7716872448446283, "deviation-center-line": 0.11446361950463636}}
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117691034Samuel LavoieYoung Dukeaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:54
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117481289Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:10:48
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simulation-passed1
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117321032Ruixiang Zhang 🇨🇦stay youngaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:05:13
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 127, in run
    solve(params, cis)
  File "solution.py", line 89, in solve
    observation, reward, done, info = env.step(action)
  File "/workspace/wrappers.py", line 252, in step
    return self.step_wait()
  File "/workspace/wrappers.py", line 271, in step_wait
    results = [env.step(a) for (a,env) in zip(self.actions, self.envs)]
  File "/opt/conda/lib/python2.7/site-packages/gym/core.py", line 304, in step
    observation, reward, done, info = self.env.step(action)
  File "/opt/conda/lib/python2.7/site-packages/gym/core.py", line 304, in step
    observation, reward, done, info = self.env.step(action)
  File "/opt/conda/lib/python2.7/site-packages/gym/core.py", line 332, in step
    return self.env.step(action)
  File "/opt/conda/lib/python2.7/site-packages/gym/wrappers/time_limit.py", line 31, in step
    observation, reward, done, info = self.env.step(action)
  File "/workspace/src/gym-duckietown-agent/gym_duckietown_agent/envs/simplesimagent_env.py", line 109, in step
    obs, rew, done, misc = self.sim.step(action, with_observation=True)
  File "/workspace/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 55, in step
    return self._failsafe_observe(msg)
  File "/workspace/src/duckietown-slimremote/duckietown_slimremote/pc/robot.py", line 86, in _failsafe_observe
    raise Exception(msg)
Exception: Giving up to connect to the gym duckietown server at host: evaluator


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117201030Samuel LavoieCrazy Dukeaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:05:40
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simulation-passed1
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116341198Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:18
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116311198Vincent Mai 🇨🇦ROS-based Lane Followingaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:25
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survival_time_median1.6000000000000016


other stats
episodes
details{"ep000": {"nsteps": 47, "reward": -21.136086102852477, "good_angle": 0.14179206849630563, "survival_time": 1.5666666666666682, "traveled_tiles": 3, "valid_direction": 0.2666666666666666}, "ep001": {"nsteps": 105, "reward": -8.97819618905584, "good_angle": 0.537186094141866, "survival_time": 3.4999999999999973, "traveled_tiles": 7, "valid_direction": 0.399999999999999}, "ep002": {"nsteps": 37, "reward": -26.44748671141428, "good_angle": 0.047679818768730606, "survival_time": 1.2333333333333338, "traveled_tiles": 3, "valid_direction": 0.1333333333333333}, "ep003": {"nsteps": 48, "reward": -20.401289466642385, "good_angle": 0.05928386008928506, "survival_time": 1.6000000000000016, "traveled_tiles": 3, "valid_direction": 0.1333333333333333}, "ep004": {"nsteps": 54, "reward": -18.50093176105508, "good_angle": 0.94275987035398, "survival_time": 1.8000000000000025, "traveled_tiles": 3, "valid_direction": 0.4666666666666681}}
good_angle_max0.94275987035398
good_angle_mean0.3457403423700335
good_angle_median0.14179206849630563
good_angle_min0.047679818768730606
reward_max-8.97819618905584
reward_mean-19.092798046204013
reward_median-20.401289466642385
reward_min-26.44748671141428
survival_time_max3.4999999999999973
survival_time_mean1.9400000000000008
survival_time_min1.2333333333333338
traveled_tiles_max7
traveled_tiles_mean3.8
traveled_tiles_median3
traveled_tiles_min3
valid_direction_max0.4666666666666681
valid_direction_mean0.2800000000000001
valid_direction_median0.2666666666666666
valid_direction_min0.1333333333333333
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11627668Jonathan Plante 🇨🇦JP pipelineaido1_LFV_r1-v3step4-vizsuccessnorudolf-80:02:04
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deviation-center-line_median0.15949027938391663
in-drivable-lane_median1.4666666666666617


other stats
deviation-center-line_max0.4533958910128701
deviation-center-line_mean0.23309588394155495
deviation-center-line_min0.05861333838831448
deviation-heading_max1.2321591036249873
deviation-heading_mean0.7224209102411593
deviation-heading_median0.4648168736445989
deviation-heading_min0.26942403032320966
driven_any_max2.5423524012516814
driven_any_mean2.0971588120357634
driven_any_median2.4764323641351917
driven_any_min1.0305181667273011
driven_lanedir_max1.6181446914234447
driven_lanedir_mean0.855865418710402
driven_lanedir_median0.6735994728488033
driven_lanedir_min0.2204000586602901
in-drivable-lane_max5.7999999999999865
in-drivable-lane_mean2.5799999999999943
in-drivable-lane_min0.6000000000000001
per-episodes
details{"ep000": {"driven_any": 2.47749574270987, "driven_lanedir": 0.3766817655520849, "in-drivable-lane": 4.166666666666662, "deviation-heading": 0.26942403032320966, "deviation-center-line": 0.15949027938391663}, "ep001": {"driven_any": 1.9589953853547717, "driven_lanedir": 1.3905011050673868, "in-drivable-lane": 0.8666666666666636, "deviation-heading": 1.2190455512615102, "deviation-center-line": 0.3417205120274433}, "ep002": {"driven_any": 2.5423524012516814, "driven_lanedir": 0.2204000586602901, "in-drivable-lane": 5.7999999999999865, "deviation-heading": 0.4266589923514905, "deviation-center-line": 0.05861333838831448}, "ep003": {"driven_any": 2.4764323641351917, "driven_lanedir": 1.6181446914234447, "in-drivable-lane": 1.4666666666666617, "deviation-heading": 1.2321591036249873, "deviation-center-line": 0.4533958910128701}, "ep004": {"driven_any": 1.0305181667273011, "driven_lanedir": 0.6735994728488033, "in-drivable-lane": 0.6000000000000001, "deviation-heading": 0.4648168736445989, "deviation-center-line": 0.1522593988952301}}
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11621992Philippe LacailleDolores' Awakeningaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:02:16
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11617992Philippe LacailleDolores' Awakeningaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:24
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survival_time_median5.933333333333322


other stats
episodes
details{"ep000": {"nsteps": 259, "reward": -3.478165999676989, "good_angle": 1.45285257789787, "survival_time": 8.633333333333313, "traveled_tiles": 13, "valid_direction": 2.2333333333333276}, "ep001": {"nsteps": 68, "reward": -14.12176854503067, "good_angle": 0.1150584500074273, "survival_time": 2.2666666666666684, "traveled_tiles": 5, "valid_direction": 0.26666666666666705}, "ep002": {"nsteps": 178, "reward": -5.094906925282629, "good_angle": 0.611988935162865, "survival_time": 5.933333333333322, "traveled_tiles": 10, "valid_direction": 1.2666666666666635}, "ep003": {"nsteps": 20, "reward": -50.30254118032754, "good_angle": 0.47976188275649423, "survival_time": 0.6666666666666666, "traveled_tiles": 1, "valid_direction": 0.6333333333333333}, "ep004": {"nsteps": 217, "reward": -4.179376375024563, "good_angle": 3.070964785210754, "survival_time": 7.233333333333317, "traveled_tiles": 10, "valid_direction": 2.833333333333325}}
good_angle_max3.070964785210754
good_angle_mean1.146125326207082
good_angle_median0.611988935162865
good_angle_min0.1150584500074273
reward_max-3.478165999676989
reward_mean-15.435351805068478
reward_median-5.094906925282629
reward_min-50.30254118032754
survival_time_max8.633333333333313
survival_time_mean4.946666666666657
survival_time_min0.6666666666666666
traveled_tiles_max13
traveled_tiles_mean7.8
traveled_tiles_median10
traveled_tiles_min1
valid_direction_max2.833333333333325
valid_direction_mean1.4466666666666632
valid_direction_median1.2666666666666635
valid_direction_min0.26666666666666705
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11593992Philippe LacailleDolores' Awakeningaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:08:02
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simulation-passed1
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11588336Andrea Censi 🇨🇭Tensorflow templateaido1_LFV_r1-v3step4-vizsuccessnorudolf-80:01:15
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deviation-center-line_median0.05701510833847117
in-drivable-lane_median0


other stats
deviation-center-line_max0.14711050319122768
deviation-center-line_mean0.0677719413644569
deviation-center-line_min0.026491028833427285
deviation-heading_max0.446872234598101
deviation-heading_mean0.2355096351361284
deviation-heading_median0.22883869904309737
deviation-heading_min0.07759445471270537
driven_any_max3.1263152691623355
driven_any_mean1.3199458820774772
driven_any_median1.0999562806075611
driven_any_min0.4647462114688987
driven_lanedir_max3.07426892789625
driven_lanedir_mean1.259903528562992
driven_lanedir_median0.9139227536349988
driven_lanedir_min0.4554181827968007
in-drivable-lane_max0.16666666666666666
in-drivable-lane_mean0.03333333333333333
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.0999562806075611, "driven_lanedir": 0.9139227536349988, "in-drivable-lane": 0.16666666666666666, "deviation-heading": 0.29283367127725995, "deviation-center-line": 0.05701510833847117}, "ep001": {"driven_any": 0.4647462114688987, "driven_lanedir": 0.4554181827968007, "in-drivable-lane": 0, "deviation-heading": 0.07759445471270537, "deviation-center-line": 0.026491028833427285}, "ep002": {"driven_any": 3.1263152691623355, "driven_lanedir": 3.07426892789625, "in-drivable-lane": 0, "deviation-heading": 0.446872234598101, "deviation-center-line": 0.14711050319122768}, "ep003": {"driven_any": 0.7142716985482982, "driven_lanedir": 0.6969363589743212, "in-drivable-lane": 0, "deviation-heading": 0.1314091160494784, "deviation-center-line": 0.06349011745562266}, "ep004": {"driven_any": 1.1944399506002932, "driven_lanedir": 1.1589714195125893, "in-drivable-lane": 0, "deviation-heading": 0.22883869904309737, "deviation-center-line": 0.044752949003535686}}
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11584336Andrea Censi 🇨🇭Tensorflow templateaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:00:55
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11579336Andrea Censi 🇨🇭Tensorflow templateaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:25
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survival_time_median1.2666666666666673


other stats
episodes
details{"ep000": {"nsteps": 38, "reward": -25.884684122706716, "good_angle": 0.2911794267143114, "survival_time": 1.2666666666666673, "traveled_tiles": 2, "valid_direction": 0.46666666666666706}, "ep001": {"nsteps": 16, "reward": -61.98628557333723, "good_angle": 0.021234108139379683, "survival_time": 0.5333333333333333, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 101, "reward": -9.354826983248833, "good_angle": 0.02562866462773281, "survival_time": 3.3666666666666645, "traveled_tiles": 6, "valid_direction": 0}, "ep003": {"nsteps": 25, "reward": -39.64054474279285, "good_angle": 0.07305996247240361, "survival_time": 0.8333333333333333, "traveled_tiles": 2, "valid_direction": 0.1333333333333333}, "ep004": {"nsteps": 39, "reward": -26.27787842811682, "good_angle": 0.051577907121622, "survival_time": 1.3000000000000007, "traveled_tiles": 2, "valid_direction": 0.13333333333333375}}
good_angle_max0.2911794267143114
good_angle_mean0.0925360138150899
good_angle_median0.051577907121622
good_angle_min0.021234108139379683
reward_max-9.354826983248833
reward_mean-32.628843970040485
reward_median-26.27787842811682
reward_min-61.98628557333723
survival_time_max3.3666666666666645
survival_time_mean1.4599999999999995
survival_time_min0.5333333333333333
traveled_tiles_max6
traveled_tiles_mean2.8
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max0.46666666666666706
valid_direction_mean0.1466666666666668
valid_direction_median0.1333333333333333
valid_direction_min0
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11572336Andrea Censi 🇨🇭Tensorflow templateaido1_LFV_r1-v3step1-simulationsuccessyesrudolf-80:03:55
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simulation-passed1
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115681292Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:49
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 124, in run
    solve(params, cis)
  File "solution.py", line 69, in solve
    env = make_env(config, debug=debug)
  File "solution.py", line 40, in make_env
    env = BaseWrapper(env)
  File "/workspace/wrappers.py", line 280, in __init__
    self.cur_pos = self._env.cur_pos
AttributeError: 'TimeLimit' object has no attribute 'cur_pos'


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115591303Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:30
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driven_lanedir_median1.4035260785675514
deviation-center-line_median0.09957343240345665
in-drivable-lane_median0.033333333333333326


other stats
deviation-center-line_max0.35824306666289335
deviation-center-line_mean0.14363741857674772
deviation-center-line_min0.05749831773382509
deviation-heading_max0.9604136296142306
deviation-heading_mean0.4577255581476834
deviation-heading_median0.3632161315982408
deviation-heading_min0.21180369652787387
driven_any_max4.9639800240382685
driven_any_mean2.0370813730898254
driven_any_median1.5158092266478036
driven_any_min0.49396699823869467
driven_lanedir_max4.728542854838063
driven_lanedir_mean1.946187446526943
driven_lanedir_min0.462981310724643
in-drivable-lane_max0.5333333333333333
in-drivable-lane_mean0.13333333333333325
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.49396699823869467, "driven_lanedir": 0.462981310724643, "in-drivable-lane": 0.5333333333333333, "deviation-heading": 0.48053904520970503, "deviation-center-line": 0.05749831773382509}, "ep001": {"driven_any": 1.831260595860456, "driven_lanedir": 1.790755819768214, "in-drivable-lane": 0, "deviation-heading": 0.2726552877883667, "deviation-center-line": 0.12125748465858718}, "ep002": {"driven_any": 1.5158092266478036, "driven_lanedir": 1.4035260785675514, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.3632161315982408, "deviation-center-line": 0.09957343240345665}, "ep003": {"driven_any": 1.3803900206639053, "driven_lanedir": 1.345131168736246, "in-drivable-lane": 0, "deviation-heading": 0.21180369652787387, "deviation-center-line": 0.08161479142497631}, "ep004": {"driven_any": 4.9639800240382685, "driven_lanedir": 4.728542854838063, "in-drivable-lane": 0.09999999999999964, "deviation-heading": 0.9604136296142306, "deviation-center-line": 0.35824306666289335}}
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115551298Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:39
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 128, in run
    solve(params, cis)
  File "solution.py", line 73, in solve
    env = make_env(config, debug=debug)
  File "solution.py", line 38, in make_env
    env = wrp.Act(wrp.ChannelsFirstWrapper(wrp.FrameStack(wrp.PreprocessFrameWrapper(wrp.UndistortWrapper(wrp.SkipEnv(env, skip=config['frame_skip']))))))
  File "/workspace/wrappers.py", line 392, in __init__
    assert env.unwrapped.distortion, "Distortion is false, no need for this wrapper"
AttributeError: 'SimpleSimAgentEnv' object has no attribute 'distortion'


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115511300Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step1-simulationfailedyesrudolf-80:00:38
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 590, in wrap_solution
    raise InvalidSubmission(msg)
InvalidSubmission: Uncaught exception in solution:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 127, in run
    solve(params, cis)
  File "solution.py", line 89, in solve
    cis.info('Logging. %s %s %s ' % (str(env.unwrapped.robot_speed), str(env.unwrapped.cur_pos), str(env.unwrapped.cur_angle)))
AttributeError: 'SimpleSimAgentEnv' object has no attribute 'robot_speed'


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115431302Anton Mashikhin 🇷🇺Template for ROS Submissionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:02:49
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simulation-passed1
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115351309Dzenan LapandicLFV bd testaido1_LFV_r1-v3step1-simulationfailedyesrudolf-80:00:52
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 135, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Giving up to connect to the gym duckietown server at host: evaluator

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115251305Anton Mashikhin 🇷🇺SAIC MOSCOW MMLaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:18
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driven_lanedir_median0.8244572215209839
deviation-center-line_median0.05856940306194948
in-drivable-lane_median0


other stats
deviation-center-line_max0.08339304193112729
deviation-center-line_mean0.05085174791820831
deviation-center-line_min0
deviation-heading_max0.2979086737492507
deviation-heading_mean0.17017767361091346
deviation-heading_median0.2232958547563114
deviation-heading_min0
driven_any_max1.1824069502840806
driven_any_mean0.8244377335196258
driven_any_median0.8853031332978464
driven_any_min0.13894811330467277
driven_lanedir_max1.143650264785716
driven_lanedir_mean0.7654979894669884
driven_lanedir_min0
in-drivable-lane_max0.6333333333333333
in-drivable-lane_mean0.13333333333333333
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.13894811330467277, "driven_lanedir": 0, "in-drivable-lane": 0.6333333333333333, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.760000000000006, "driven_lanedir": 0.7583624342945385, "in-drivable-lane": 0, "deviation-heading": 0.043767648089746966, "deviation-center-line": 0.05856940306194948}, "ep002": {"driven_any": 0.8853031332978464, "driven_lanedir": 0.8244572215209839, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.28591619145925823, "deviation-center-line": 0.05147108626004841}, "ep003": {"driven_any": 1.1824069502840806, "driven_lanedir": 1.143650264785716, "in-drivable-lane": 0, "deviation-heading": 0.2232958547563114, "deviation-center-line": 0.08339304193112729}, "ep004": {"driven_any": 1.1555304707115237, "driven_lanedir": 1.1010200267337031, "in-drivable-lane": 0, "deviation-heading": 0.2979086737492507, "deviation-center-line": 0.06082520833791636}}
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115191314Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:01:25
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driven_lanedir_median0.7183498911444905
deviation-center-line_median0.15290818109108903
in-drivable-lane_median0.033333333333333326


other stats
deviation-center-line_max0.1984307614173394
deviation-center-line_mean0.12615841707133904
deviation-center-line_min0.024229537104199637
deviation-heading_max0.9032238799426686
deviation-heading_mean0.461320141980308
deviation-heading_median0.5424402605141747
deviation-heading_min0.11642461911379716
driven_any_max1.1849396057269772
driven_any_mean0.9197100987233746
driven_any_median0.804933788896131
driven_any_min0.7205599482724966
driven_lanedir_max1.005922369829733
driven_lanedir_mean0.6462550207989294
driven_lanedir_min0.012288968137448286
in-drivable-lane_max2.2666666666666684
in-drivable-lane_mean0.4866666666666671
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 1.1039355280343803, "driven_lanedir": 0.012288968137448286, "in-drivable-lane": 2.2666666666666684, "deviation-heading": 0.5424402605141747, "deviation-center-line": 0.024229537104199637}, "ep001": {"driven_any": 0.7205599482724966, "driven_lanedir": 0.7183498911444905, "in-drivable-lane": 0, "deviation-heading": 0.12880859987628307, "deviation-center-line": 0.15290818109108903}, "ep002": {"driven_any": 0.7841816226868881, "driven_lanedir": 0.691540652489897, "in-drivable-lane": 0.033333333333333326, "deviation-heading": 0.615703350454616, "deviation-center-line": 0.08173474756733365}, "ep003": {"driven_any": 0.804933788896131, "driven_lanedir": 0.8031732223930778, "in-drivable-lane": 0, "deviation-heading": 0.11642461911379716, "deviation-center-line": 0.1734888581767334}, "ep004": {"driven_any": 1.1849396057269772, "driven_lanedir": 1.005922369829733, "in-drivable-lane": 0.13333333333333375, "deviation-heading": 0.9032238799426686, "deviation-center-line": 0.1984307614173394}}
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115121314Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:00:51
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videos1
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115091314Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:25
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survival_time_median2.0000000000000027


other stats
episodes
details{"ep000": {"nsteps": 80, "reward": -13.32945638638921, "good_angle": 1.3023487837044416, "survival_time": 2.666666666666667, "traveled_tiles": 2, "valid_direction": 0.966666666666665}, "ep001": {"nsteps": 53, "reward": -18.52142556110081, "good_angle": 0.011037795101499836, "survival_time": 1.7666666666666688, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 58, "reward": -16.69928256762696, "good_angle": 0.3985612464333398, "survival_time": 1.933333333333336, "traveled_tiles": 2, "valid_direction": 0.6666666666666687}, "ep003": {"nsteps": 60, "reward": -16.35064878095873, "good_angle": 0.03806870105751731, "survival_time": 2.0000000000000027, "traveled_tiles": 2, "valid_direction": 0.10000000000000007}, "ep004": {"nsteps": 86, "reward": -10.997848596986987, "good_angle": 0.34829567695922026, "survival_time": 2.8666666666666663, "traveled_tiles": 3, "valid_direction": 0.6666666666666643}}
good_angle_max1.3023487837044416
good_angle_mean0.41966244065120384
good_angle_median0.34829567695922026
good_angle_min0.011037795101499836
reward_max-10.997848596986987
reward_mean-15.179732378612538
reward_median-16.35064878095873
reward_min-18.52142556110081
survival_time_max2.8666666666666663
survival_time_mean2.2466666666666684
survival_time_min1.7666666666666688
traveled_tiles_max3
traveled_tiles_mean2.2
traveled_tiles_median2
traveled_tiles_min2
valid_direction_max0.966666666666665
valid_direction_mean0.4799999999999997
valid_direction_median0.6666666666666643
valid_direction_min0
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115001314Andrea Censi 🇨🇭Random executionaido1_LF1_r3-v3step1-simulationsuccessyesrudolf-80:02:32
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simulation-passed1
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114591312Dzenan LapandicLFV bd testaido1_LFV_r1-v3step1-simulationfailednorudolf-80:00:42
InvalidSubmission: T [...]
InvalidSubmission:
Traceback (most recent call last):
  File "/workspace/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 486, in wrap_evaluator
    raise InvalidSubmission(out[SPECIAL_INVALID_SUBMISSION])
InvalidSubmission: Invalid solution:
Traceback (most recent call last):
  File "/notebooks/src/duckietown-challenges/src/duckietown_challenges/cie_concrete.py", line 585, in wrap_solution
    solution.run(cis)
  File "solution.py", line 135, in run
    raise InvalidSubmission(str(e))
InvalidSubmission: Cannot feed value of shape (69120,) for Tensor u'prefix/x:0', which has shape '(?, 69120)'

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114511311Eric LuBaseline solution using imitation learning from logsaido1_LF1_r3-v3step4-vizsuccessyesrudolf-80:02:53
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driven_lanedir_median0.9416561670905276
deviation-center-line_median0.540761310128989
in-drivable-lane_median0


other stats
deviation-center-line_max0.6389587328499635
deviation-center-line_mean0.4480637209085062
deviation-center-line_min0.2400532719566701
deviation-heading_max2.465432973056526
deviation-heading_mean1.1269488446963405
deviation-heading_median0.5589910206302408
deviation-heading_min0.22625715490875273
driven_any_max1.5995030543304736
driven_any_mean0.839350760798073
driven_any_median0.9433962123243518
driven_any_min0.2872888293531643
driven_lanedir_max1.2558915250969411
driven_lanedir_mean0.725457608248637
driven_lanedir_min0.13714237385733197
in-drivable-lane_max2.2666666666666586
in-drivable-lane_mean0.5999999999999984
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.3571705831808648, "driven_lanedir": 0.13714237385733197, "in-drivable-lane": 0.7333333333333333, "deviation-heading": 2.465432973056526, "deviation-center-line": 0.2400532719566701}, "ep001": {"driven_any": 0.2872888293531643, "driven_lanedir": 0.2860649316355759, "in-drivable-lane": 0, "deviation-heading": 0.22625715490875273, "deviation-center-line": 0.27297608848005095}, "ep002": {"driven_any": 0.9433962123243518, "driven_lanedir": 0.9416561670905276, "in-drivable-lane": 0, "deviation-heading": 0.4000488034460432, "deviation-center-line": 0.6389587328499635}, "ep003": {"driven_any": 1.0093951248015105, "driven_lanedir": 1.006533043562809, "in-drivable-lane": 0, "deviation-heading": 0.5589910206302408, "deviation-center-line": 0.540761310128989}, "ep004": {"driven_any": 1.5995030543304736, "driven_lanedir": 1.2558915250969411, "in-drivable-lane": 2.2666666666666586, "deviation-heading": 1.9840142714401383, "deviation-center-line": 0.5475692011268571}}
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114441311Eric LuBaseline solution using imitation learning from logsaido1_LF1_r3-v3step3-videossuccessyesrudolf-80:01:13
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videos1
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114361311Eric LuBaseline solution using imitation learning from logsaido1_LF1_r3-v3step2-scoringsuccessyesrudolf-80:00:21
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survival_time_median8.166666666666648


other stats
episodes
details{"ep000": {"nsteps": 94, "reward": -10.901446696190025, "good_angle": 1.5535384000988208, "survival_time": 3.133333333333332, "traveled_tiles": 1, "valid_direction": 2.633333333333332}, "ep001": {"nsteps": 76, "reward": -13.723119527101517, "good_angle": 0.021566788071447456, "survival_time": 2.533333333333334, "traveled_tiles": 1, "valid_direction": 0}, "ep002": {"nsteps": 245, "reward": -4.524834315630854, "good_angle": 0.2689719162688768, "survival_time": 8.166666666666648, "traveled_tiles": 3, "valid_direction": 0.9333333333333308}, "ep003": {"nsteps": 262, "reward": -4.10099546995213, "good_angle": 0.05018420306392457, "survival_time": 8.733333333333313, "traveled_tiles": 3, "valid_direction": 0}, "ep004": {"nsteps": 414, "reward": -3.058105362804183, "good_angle": 22.692844975675257, "survival_time": 13.799999999999962, "traveled_tiles": 3, "valid_direction": 4.7333333333333165}}
good_angle_max22.692844975675257
good_angle_mean4.917421256635665
good_angle_median0.2689719162688768
good_angle_min0.021566788071447456
reward_max-3.058105362804183
reward_mean-7.261700274335742
reward_median-4.524834315630854
reward_min-13.723119527101517
survival_time_max13.799999999999962
survival_time_mean7.273333333333317
survival_time_min2.533333333333334
traveled_tiles_max3
traveled_tiles_mean2.2
traveled_tiles_median3
traveled_tiles_min1
valid_direction_max4.7333333333333165
valid_direction_mean1.659999999999996
valid_direction_median0.9333333333333308
valid_direction_min0
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114251310Dzenan LapandicLFV bd testaido1_LFV_r1-v3step4-vizsuccessnorudolf-80:03:30
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deviation-center-line_median0.4860439055104576
in-drivable-lane_median0.6666666666666643


other stats
deviation-center-line_max0.7352790073919259
deviation-center-line_mean0.4132899075804614
deviation-center-line_min0
deviation-heading_max3.6712254670665954
deviation-heading_mean1.5493618297080047
deviation-heading_median0.4275030063573503
deviation-heading_min0
driven_any_max1.968001720249298
driven_any_mean1.1297984485989332
driven_any_median0.6776698547049419
driven_any_min0.5164112085905408
driven_lanedir_max1.6137602025986817
driven_lanedir_mean0.8897962606655522
driven_lanedir_median0.6768511403526383
driven_lanedir_min0
in-drivable-lane_max3.73333333333333
in-drivable-lane_mean1.0399999999999985
in-drivable-lane_min0
per-episodes
details{"ep000": {"driven_any": 0.5164112085905408, "driven_lanedir": 0, "in-drivable-lane": 3.73333333333333, "deviation-heading": 0, "deviation-center-line": 0}, "ep001": {"driven_any": 0.5733910692659218, "driven_lanedir": 0.5699561142457155, "in-drivable-lane": 0, "deviation-heading": 0.4275030063573503, "deviation-center-line": 0.318983432802134}, "ep002": {"driven_any": 0.6776698547049419, "driven_lanedir": 0.6768511403526383, "in-drivable-lane": 0, "deviation-heading": 0.22805911468263593, "deviation-center-line": 0.4860439055104576}, "ep003": {"driven_any": 1.968001720249298, "driven_lanedir": 1.6137602025986817, "in-drivable-lane": 0.7999999999999972, "deviation-heading": 3.420021560433443, "deviation-center-line": 0.7352790073919259}, "ep004": {"driven_any": 1.913518390183964, "driven_lanedir": 1.5884138461307251, "in-drivable-lane": 0.6666666666666643, "deviation-heading": 3.6712254670665954, "deviation-center-line": 0.5261431921977897}}
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114181310Dzenan LapandicLFV bd testaido1_LFV_r1-v3step3-videossuccessyesrudolf-80:01:03
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other stats
videos1
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114091310Dzenan LapandicLFV bd testaido1_LFV_r1-v3step2-scoringsuccessyesrudolf-80:00:23
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survival_time_median4.866666666666659


other stats
episodes
details{"ep000": {"nsteps": 113, "reward": -10.039470491098422, "good_angle": 4.572765004719664, "survival_time": 3.766666666666663, "traveled_tiles": 1, "valid_direction": 2.93333333333333}, "ep001": {"nsteps": 125, "reward": -8.37514194059372, "good_angle": 0.050831405786390504, "survival_time": 4.166666666666662, "traveled_tiles": 2, "valid_direction": 0}, "ep002": {"nsteps": 146, "reward": -7.364661927092565, "good_angle": 0.011630850000797582, "survival_time": 4.866666666666659, "traveled_tiles": 2, "valid_direction": 0}, "ep003": {"nsteps": 424, "reward": -2.919593949011474, "good_angle": 17.87609837106009, "survival_time": 14.133333333333294, "traveled_tiles": 4, "valid_direction": 3.9333333333333194}, "ep004": {"nsteps": 411, "reward": -2.993244393444858, "good_angle": 19.231702686932355, "survival_time": 13.699999999999962, "traveled_tiles": 4, "valid_direction": 3.999999999999986}}
good_angle_max19.231702686932355
good_angle_mean8.34860566369986
good_angle_median4.572765004719664
good_angle_min0.011630850000797582
reward_max-2.919593949011474
reward_mean-6.338422540248208
reward_median-7.364661927092565
reward_min-10.039470491098422
survival_time_max14.133333333333294
survival_time_mean8.126666666666647
survival_time_min3.766666666666663
traveled_tiles_max4
traveled_tiles_mean2.6
traveled_tiles_median2
traveled_tiles_min1
valid_direction_max3.999999999999986
valid_direction_mean2.173333333333327
valid_direction_median2.93333333333333
valid_direction_min0
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