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MujocoRobots

This is the simulator used in the CoRL 2022 paper "Modularity through Attention: Efficient Training and Transfer of Language-Conditioned Policies for Robot Manipulation"

Setup

This simulator is based on Mujoco (the simulator engine) and mujoco-py (the bridge between python and mujoco). In order to use OSC controller, we use the mujoco-py from abr_control. Please install the following packages in order to ensure the simulator is runnable.

  • mujoco200
  • mujoco210
  • abr_control
  • mujoco-py (from abr_control)

Collecting Data

Collect Demonstrations for UR5

python collect_data_ur5.py

Collect Demonstrations for Jaco2

python collect_data_jaco2.py

Collect Demonstrations for Panda

python collect_data_panda.py

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