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Learning collision-free space on the Baxter robot, with application to motion planning

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jamesdi1993/baxter-generative-model-moveit

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baxter-generative-model-moveit

Learning collision-free space on the Baxter robot, with application to motion planning. This package contains the modules for interacting with ROS.

The learning modules is contained in this package: https://github.com/jamesdi1993/baxter-generative-learning

Main directories and files

  • experiments/ experiments for the project. -- vae_motion_planning: main file and experiment for the project
  • data_collections/ various scripts for dataset generation and validation;
  • env/ environments to generate dataset and run experiments on;
  • forward_kinematics/ client for computing forward kin
  • objects/ stl files for objects in environment
  • sampler/ sampler for generating samples in free space
  • state_validity_check/ state validity checkers; Only check for joint limits and collision checks in this project
  • utils/ utility files;
  • visualization/ clients and helpers for interacting with Rviz to visualize motion plans

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Learning collision-free space on the Baxter robot, with application to motion planning

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