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Model-Based Generative Adversarial Imitation Learning

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Model-Based Generative Adversarial Imitation Learning

Code for ICML 2017 paper "End-to-End Differentiable Adversarial Imitation Learning", by Nir Baram, Oron Anschel, Itai Caspi, Shie Mannor.

Dependencies

  • Gym >= 0.8.1
  • Mujoco-py >= 0.5.7
  • Tensorflow >= 1.0.1

Running

Run the following command to train the Mujoco Hopper environment by imitating an expert trained with TRPO

python main.py

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Model-Based Generative Adversarial Imitation Learning


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