/quantile-regression-dqn-pytorch

A short and easy implementation of Quantile Regression DQN | Distributional Reinforcement Learning

Primary LanguageJupyter NotebookMIT LicenseMIT

Quantile Regression DQN

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

Open In Colab

Requirements (Python 3.6)

pip3 install gym, torch, numpy, tabulate, pandas

Credits

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