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@JacopoPan JacopoPan commented Oct 7, 2025

Roadmap

  • allow parallel execution of multiple sim_run.sh (using different docker network subnets, headless/no GUI)
  • Python-wrap the STIL environment in a gymnasium.Env class
  • Determine a range of useful simulation steps (1Hz for high level actions, 50Hz for offboard references)
  • Determine the observation space and sample it (e.g. using docker exec to echo ROS2 topics)
  • Determine the action space and implement it (e.g. using docker exec to start ROS2 actions or publish offboard references topics)
  • Add a reward signal with customizable implementation
  • Create a stable-baselines3 example for a navigation task

@JacopoPan JacopoPan self-assigned this Oct 7, 2025
@JacopoPan JacopoPan added the enhancement New feature or request label Oct 7, 2025
@JacopoPan JacopoPan marked this pull request as draft October 7, 2025 21:31
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Closing temporarily to prioritize HITL

@JacopoPan JacopoPan closed this Oct 13, 2025
@JacopoPan JacopoPan reopened this Oct 15, 2025
@JacopoPan JacopoPan closed this Oct 18, 2025
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