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Image randomization
These are the metrics defined:
driven_lanedir_consec_median
This is the median distance traveled, along a lane. (That is, going in circles will not make this metric increase.)
This is discretized to tiles.
survival_time_median
This is the median survival time. The simulation is terminated when the car goes outside of the road or it crashes with an obstacle.
deviation-center-line_median
This is the median lateral deviation from the center line.
in-drivable-lane_median
This is the median of the time spent outside of the drivable zones. For example this penalizes driving in the wrong lane.
No dependencies
At the beginning execute step step1-simulation
.
If step step1-simulation
has result success, then declare the submission SUCCESS
.
If step step1-simulation
has result failed, then declare the submission FAILED
.
If step step1-simulation
has result error, then declare the submission ERROR
.
step1-simulation
Timeout 7200.0
This is the Docker Compose configuration skeleton:
version: '3' services: solution: image: SUBMISSION_CONTAINER environment: AIDONODE_DATA_IN: /fifos/agent-in AIDONODE_DATA_OUT: fifo:/fifos/agent-out evaluator: image: docker.io/gibernas/gb-ei-step1-simulation-evaluator:2020_02_21_08_46_23@sha256:e671d54158008f5c225fb69eadea615c0108e7b5394ba0c62dfaacfda0a743fe environment: experiment_manager_parameters: 'episodes_per_scenario: 1 episode_length_s: 20.0 min_episode_length_s: 0.0 seed: 43 physics_dt: 0.05 max_failures: 4 agent_in: /fifos/agent-in agent_out: /fifos/agent-out sim_in: /fifos/simulator-in sim_out: /fifos/simulator-out sm_in: /fifos/scenario_maker-in sm_out: /fifos/scenario_maker-out timeout_initialization: 120 timeout_regular: 120 ' simulator: image: docker.io/gibernas/gb-ei-step1-simulation-simulator:2020_02_21_08_46_49@sha256:2675e630732477fb8ce185213e746dfe9378f9e7bed49284dc1a2bbc30623fe2 environment: AIDONODE_CONFIG: "env_constructor: Simulator\nenv_parameters:\n max_steps:\ \ 500001 # we don't want the gym to reset itself\n domain_rand: 0\n\ \ camera_width: 640\n camera_height: 480\n distortion: true\n \ \ camera_rand: true\n domain_rand: true\n seed: 43\n" AIDONODE_DATA_IN: /fifos/simulator-in AIDONODE_DATA_OUT: fifo:/fifos/simulator-out scenario_maker: image: docker.io/gibernas/gb-ei-step1-simulation-scenario_maker:2020_02_21_08_49_10@sha256:815cda4be6cb1497a02d51961982fe0f561ac0859a1917c2539c73587f9eeefd environment: AIDONODE_CONFIG: 'maps: - ETHZ_autolab_technical_track scenarios_per_map: 10 robots_npcs: 0 ' AIDONODE_DATA_IN: /fifos/scenario_maker-in AIDONODE_DATA_OUT: fifo:/fifos/scenario_maker-out
The text SUBMISSION_CONTAINER
will be replaced with the user containter.
Cloud simulations | 1 |