# Reinforcement Learning

### Reinforcement Learning

### Reinfocement Learning Course

* [Sutton & Barto Book: Reinforcement Learning: An Introduction](http://incompleteideas.net/book/the-book.html)
* [CS 285](http://rail.eecs.berkeley.edu/deeprlcourse/)
* [huggingface/deep-rl-class: This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.](https://github.com/huggingface/deep-rl-class)
* [Grokking Deep Reinforcement Learning](https://www.manning.com/books/grokking-deep-reinforcement-learning)
* [Welcome to Spinning Up in Deep RL!—Spinning Up documentation](https://spinningup.openai.com/en/latest/)
* [seungeunrho/minimalRL: Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)](https://github.com/seungeunrho/minimalRL)
* [Introduction to Reinforcement Learning with David Silver](https://www.deepmind.com/learning-resources/introduction-to-reinforcement-learning-with-david-silver)
* [The Fast Deep RL Course - Dibya's School](https://courses.dibya.online/p/fastdeeprl)

### Algorithm

* [reinforcement learning algorithms](https://github.com/TianhongDai/reinforcement-learning-algorithms) This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO.
* [AI4Finance-Foundation/FinRL: FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥](https://github.com/AI4Finance-Foundation/FinRL)