A very short and easy implementation of Quantile Regression DQN

Jul 22, 2021 1 min read

Quantile Regression DQN

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

screens

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).

GitHub

https://github.com/senya-ashukha/quantile-regression-dqn-pytorch

Machine Learning PyTorch

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