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ILfUO

Imitation Learning from Unpaired Observation

Requirements

  • TensorFlow higher than version 2.0
  • OpenAI Gym 0.14.0 with extra environments. Please refer "gym"
  • MuJoCo 1.50
  • mujoco-py 1.50
  • RAY rllib
  • OpenAI Baselines tf2 branch with extra edit. Please refer my repository.

Usage

  • Training expert and collect demonstration data.
  • TensorFlow 2.0 Implementation of Imitation from Observation.
  • Imitation learning from unpaired observation using motion prediction.

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Imitation Learning from Unpaired Observation

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