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Generative Adversarial Imitation Learning

Gym environment

  • Env==CartPole-v0
  • State==Continuous
  • Action==Discrete

Generate expert data

Generate expert data by ppo

python get_expert_data.py

Imitation Learning

python main.py

Result

  • orange : gail
  • blue : ppo

Reference

[1] Generative Adversarial Imitation Learning