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[IJCAI'18] Behavioral Cloning from Observation

An UNOFFICIAL PyTorch implementation of BCO

Requirements

This code is implemented under Python3 and PyTorch.
Following libraries are also required:

Usage

  • Discrete action (CartPole, trained by DQN)
model_bco-discrete.ipynb
  • Continuous action (Reacher, trained by PPO)
model_bco-continuous.ipynb

Citation

@inproceedings{torabi2018bco,
  author = {Faraz Torabi and Garrett Warnell and Peter Stone}, 
  title = {{Behavioral Cloning from Observation}}, 
  booktitle = {International Joint Conference on Artificial Intelligence (IJCAI)}, 
  year = {2018} 
}

Acknowledgement