日本語
- DQN (コンピュータ) - Wikipedia
- DQNの生い立ち ＋ Deep Q-NetworkをChainerで書いた - Qiita
- DQNをKerasとTensorFlowとOpenAI Gymで実装する
- ゼロからDeepまで学ぶ強化学習 - Qiita
- 最近のDQN
- 倒立振子でDQNにおけるモデルの複雑さと学習内容の関係をちらっと確かめてみた系の話 - めもめも
英語
- iclr2015:silver-iclr2015.pdf
- ▶ Deep Reinforcement Learning - VideoLectures.NET
- Deep Q-Learning with Keras and Gym · Keon’s Blog
- Guest Post (Part I): Demystifying Deep Reinforcement Learning - Intel Nervana
- [1312.5602] Playing Atari with Deep Reinforcement Learning
- Human-level control through deep reinforcement learning
- Using Keras and Deep Q-Network to Play FlappyBird | Ben Lau
- muupan/deep-reinforcement-learning-papers: A list of papers and resources dedicated to deep reinforcement learning
course
- CS 294 Deep Reinforcement Learning, Fall 2017
- CMU 10703: Deep RL and Control
- yandexdataschool/Practical_RL: A course in reinforcement learning in the wild
- dennybritz/reinforcement-learning: Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton’s Book and David Silver’s course.
- Simple Reinforcement Learning with Tensorflow Part 0: Q-Learning with Tables and Neural Networks