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Challenge "gb-eI"

Challenge description

Image randomization

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 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.

Resources required for evaluating this step

Cloud simulations1