szagoruyko / quantile-regression-dqn-pytorch

Quantile Regression DQN a Minimal Working Example

Quantile Regression DQN

Quantile Regression DQN a Minimal Working Example, Distributional Reinforcement Learning with Quantile Regression (https://arxiv.org/abs/1710.10044).

Requirements (Python 3.6)

pip3 install gym, torch, numpy, tabulate, pandas

Citation

Please cite this repository if it was useful for your research

@misc{Ashukha2018,
  author = {Arsenii Ashukha, Mikhail Konobeev},
  title = {Quantile Regression DQN a Minimal Working Example},
  year = {2018},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/ars-ashuha/quantile-regression-dqn-pytorch}},
}

Of course, do not forget to cite Distributional Reinforcement Learning with Quantile Regression (https://arxiv.org/abs/1710.10044).