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This is the challenge is part of the the MOOC’s state estimation exercise.
For more information about the “Self-Driving Cars with Duckietown” MOOC, visit duckietown.org.
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 or pedestrian.
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 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/liampaull/duckietown-challenges@sha256:af8cb16354018420ddd8ea09dad33f13f6bb20ec8f7c9977545dccaadf07db1d 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/liampaull/duckietown-challenges@sha256:4a8daea0baf01e1a0891e35479960370163ae476b61a4da3ec76ae21f0138aeb 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: 900\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 AIDONODE_DATA_OUT: fifo:/fifos/ego0-out
The text SUBMISSION_CONTAINER
will be replaced with the user containter.
Cloud simulations | 1 |