Code

PyTorch DeepRL

A zoo of popular deep RL algorithms with PyTorch (~900 stars)

Reinforcement Learning: An Introduction

Python implementation of the textbook (~5000 stars)

Publications

. QUOTA: The Quantile Option Architecture for Reinforcement Learning. AAAI, 2019.

PDF

. A Deep Neural Network for Modeling Music. ICMR, 2015.

PDF

. A Deeper Look at Experience Replay. Deep RL Symposium, NIPS, 2017.

Preprint