RL Tutorials
- REINFORCEMENT LEARNING (DQN) TUTORIAL by Adam Paszke and Mark Towers
- 강화 학습 (DQN) 튜토리얼 (위 문서 한국어 버전) translated by 황성수, 박정환
- 모두를 위한 머신러닝/딥러닝 강의 by Sung Kim
RL Environments
- OpenAI Gym (not maintained anymore)
- Gymnasium
- Google Research Football
- DeepMind Control Suite
- DeepMind Lab
- DeepMind PySC2
- DeepMind Procgen Benchmark
- DeepMind Psychlab
- WordCraft
Reading Maetrials
- Reinforcement Learning: An Introduction by Richard S. Sutton and Andrew G. Barto
- An Introduction to Deep Reinforcement Learning by Vincent Francois-Lavet, Peter Henderson, Riashat Islam, Marc G. Bellemare, Joelle Pineau
- Deep Reinforcement Learning: An Overview by Yuxi Li
- Deep Reinforcement Learning Doesn’t Work Yet by Alex Irpan
- Deep Reinforcement Learning: Pong from Pixels by Andrej Karpathy