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This is the challenge to test the PID controller of the MOOC’s modcon exercise.
For more information about the “Self-Driving Cars with Duckietown” MOOC, visit duckietown.org.
These are the metrics defined:
deviation-center-line_median
This is the median lateral deviation from the center line.
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.
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.
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 or pedestrian.
No dependencies
At the beginning execute step sim
.
If step sim
has result success, then declare the submission SUCCESS
.
If step sim
has result failed, then declare the submission FAILED
.
If step sim
has result error, then declare the submission ERROR
.
sim
Timeout 10000.0
This is the Docker Compose configuration skeleton:
version: '3' services: evaluator: image: docker.io/afdaniele/duckietown-challenges@sha256:059531a4326989bd02264f2c8a3a4bdf3630c7c057974921df898dad26164e79 environment: experiment_manager_parameters: 'episodes_per_scenario: 3 episode_length_s: 60.0 min_episode_length_s: 0.0 seed: 20200922 physics_dt: 0.05 max_failures: 2 fifo_dir: /fifos 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 port: 10123 scenarios: - /scenarios ' ports: - '10123' simulator: image: docker.io/afdaniele/duckietown-challenges@sha256:74989d3337d7fc221b8550c34dab1359eb18109113950b27deaa647a983417e0 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 \ \ num_tris_distractors: 0\n #color_ground: [0, 0, 0] # black\n #color_sky:\ \ [0, 0, 0.1] # dark blue\n enable_leds: true\n\nterminate_on_ool:\ \ false\nterminate_on_out_of_tile: true\nterminate_on_collision: true\n\ topdown_resolution: 300\nmax_pixel_mov: 1000\ndebug_profile: False\n\ debug_profile_summary: True\n" AIDONODE_DATA_IN: /fifos/simulator-in AIDONODE_DATA_OUT: fifo:/fifos/simulator-out solution-ego0: image: SUBMISSION_CONTAINER environment: AIDONODE_NAME: ego0 AIDONODE_DATA_IN: /fifos/ego0-in AIDO_REQUIRE_GPU: '1' AIDONODE_DATA_OUT: fifo:/fifos/ego0-out
The text SUBMISSION_CONTAINER
will be replaced with the user containter.
Cloud simulations | 1 |