ZhiqingXiao / rl-book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
☆942Updated 2 months ago
Alternatives and similar repositories for rl-book:
Users that are interested in rl-book are comparing it to the libraries listed below
- Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments☆850Updated 5 years ago
- ☆961Updated 2 years ago
- Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone☆2,466Updated 3 years ago
- Some basic examples of playing with RL☆1,238Updated 3 months ago
- Implementation of benchmark RL algorithms☆466Updated 2 years ago
- 《Reinforcement Learning: An Introduction》(第二版)中文翻 译☆519Updated 3 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,065Updated 3 years ago
- 中文整理的强化学习资料(Reinforcement Learning)☆2,014Updated 4 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆257Updated 4 years ago
- Reinforcement Learning Algorithms Based on PyTorch☆448Updated 3 years ago
- Learning Resources And Links Of Reinforcement Learning (updating)☆258Updated 3 years ago
- Tutorial for Reinforcement Learning☆185Updated 3 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,244Updated 2 years ago
- ☆389Updated 4 years ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,270Updated 2 years ago
- basic algorithms of reinforcement learning☆209Updated last year
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆1,846Updated last year
- Hands-On Reinforcement Learning with Python, published by Packt☆808Updated 2 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,556Updated 2 years ago
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,213Updated last month
- Pytorch for Deep Reinforcement Learning☆247Updated 4 years ago
- Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow☆1,939Updated this week
- Simple A3C implementation with pytorch + multiprocessing☆639Updated 2 years ago
- 这是一个学习强化学习基础原理的仓库,主要包括了《深入浅出强化学习原理入门》书中一些例子和课后作业的代码☆258Updated 6 years ago
- ☆701Updated 2 years ago
- Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch☆1,990Updated 9 months ago
- DRLib:a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆545Updated last year
- 《深度强化学习:原理与实践》,Code of the book <Deep Reinforcement Learning: Principles and Practices>☆178Updated 6 years ago
- Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]☆308Updated 2 years ago
- 我的强化学习笔记和学习材料 still updating ... ...☆345Updated 5 years ago