Dr-Jekyll-and-Mr-Hyde-The-Strange-Case-of-Off-Policy-Policy-Updates

Dr-Jekyll-and-Mr-Hyde-The-Strange-Case-of-Off-Policy-Policy-Updates

Code for Dr Jekyll and Mr Hyde: the Strange Case of Off-Policy Policy Updates: https://arxiv.org/abs/2109.14727

Project

Code for the NeurIPS 2021 paper: Dr Jekyll and Mr Hyde: The Strange Case of Off-Policy Policy Updates.

Check the folders DeepJH and FiniteJH for the code of the deep and finite MDPs experiments.

Reference

Please consider citing us if you use this code:

@inproceedings{laroche2021,
      title={Dr Jekyll and Mr Hyde: The Strange Case of Off-Policy Policy Updates},
      author={Laroche, Romain and Tachet des Combes, Remi},
      year={2021},
      booktitle={Advances in Neural Information Processing Systems}
}

Contributing

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Trademarks

This project may contain trademarks or logos for projects, products, or services. Authorized use of Microsoft trademarks or logos is subject to and must follow Microsoft's Trademark & Brand Guidelines. Use of Microsoft trademarks or logos in modified versions of this project must not cause confusion or imply Microsoft sponsorship. Any use of third-party trademarks or logos are subject to those third-party's policies.

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