dennybritz/reinforcement-learning

R.L. methods and techniques.

Repo for the Deep Reinforcement Learning Nanodegree program

Implementation of all RL algorithms in a simpler way

Reinforcement Learning algorithms and use-cases, including DQN, PG, A3C, PPO etc. and RLHF, AlphaZero implementations. Designed for clarity, ease of use, and educational purposes.

The Little Book of Reinforcement Learning

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

Implementation of Reinforcement Learning Algorithms (From Reinforcement Learning An Introduction By Sutton & Barto)

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)