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Challenge "aido2_LFV_r1-v4"

Challenge description

Lane following challenge.

Leaderboard

Submissions

Challenge logistics

Scoring

Scoring criteria

These are the metrics defined:

Traveled distance - 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 - 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.

Lateral deviation - deviation-center-line_median

This is the median lateral deviation from the center line.

Major infractions - 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.

Dependencies

Dependencies

No dependencies

Details

Technical details

Evaluation steps details

Evaluation step step1-simulation

Timeout None

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
            AIDONODE_ENCODING: cbor
    evaluator:
        image: docker.io/andreacensi/aido2_lfv_r1-v4-step1-simulation-evaluator:2019_04_11_17_47_30@sha256:3f4281579822e1a37cf3a538a29793d382f334dd37831e92fd6d122edf64155e
        environment:
            AIDONODE_ENCODING: cbor
            DISABLE_CONTRACTS: '1'
            experiment_manager_parameters: 'episodes_per_scenario: 1

                episode_length_s: 15.0

                min_episode_length_s: 0

                seed: 42

                physics_dt: 0.05

                max_failures: 2

                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

                '
    simulator:
        image: docker.io/andreacensi/aido2_lfv_r1-v4-step1-simulation-simulator:2019_04_11_17_48_34@sha256:ffb2033572b6e1af7c2ae8ea244f4c80cff2d95679bf426289fcd5284506d2ba
        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"
            AIDONODE_DATA_IN: /fifos/simulator-in
            AIDONODE_DATA_OUT: fifo:/fifos/simulator-out
            AIDONODE_ENCODING: cbor
    scenario_maker:
        image: docker.io/andreacensi/aido2_lfv_r1-v4-step1-simulation-scenario_maker:2019_04_11_17_48_05@sha256:725e3a091ae920f576294ab99ac5403d2b267a702c5899ecd164a952c2d0b380
        environment:
            AIDONODE_CONFIG: 'maps:

                - ETHZ_autolab_technical_track

                scenarios_per_map: 5

                robots_npcs: 4

                '
            AIDONODE_DATA_IN: /fifos/scenario_maker-in
            AIDONODE_DATA_OUT: fifo:/fifos/scenario_maker-out
            AIDONODE_ENCODING: cbor
            DISABLE_CONTRACTS: '1'

The text SUBMISSION_CONTAINER will be replaced with the user containter.

Resources required for evaluating this step

No particular resources required.