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RL Environments for the da Vinci Surgical System

Arxiv paper: https://arxiv.org/abs/1903.02090

Video link : https://www.youtube.com/watch?v=xu4sqrO_2AY

System set up, note that only linux is supported:

  1. Requires Docker: https://docs.docker.com/install/linux/docker-ce/ubuntu/
  2. Requires NVIDIA Container Runtime for Docker: https://github.com/NVIDIA/nvidia-docker
  3. Enable GUI for Docker containers: http://wiki.ros.org/docker/Tutorials/GUI
  4. Run bash script to build Docker Images: bash build_dockers.sh
  5. Python packages: pip install transforms3d docker gym matplotlib

To speed up the simulation during training, V-REP can be launched within the docker in hidden mode.

To turn this on modify the last line in dVRL_simulator/environments/<reach/pick>_ee_dockerfile/Dockerfile. Add the "-h" flag in the final line:

CMD /app/V-REP/vrep.sh -h -s -q /app/scene.ttt

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Contains Reinforcement Learning environments for the da Vinci Surgical System

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