ZhiqingXiao / rl-book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
☆949Updated 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
Sorting:
- Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments☆850Updated 5 years ago
- ☆972Updated 2 years ago
- Some basic examples of playing with RL☆1,239Updated 4 months ago
- Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone☆2,476Updated 3 years ago
- ☆389Updated 4 years ago
- Implementation of benchmark RL algorithms☆466Updated 2 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆256Updated 4 years ago
- Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch☆1,070Updated 3 years ago
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,291Updated 2 years ago
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,571Updated 2 years ago
- Pytorch for Deep Reinforcement Learning☆247Updated 4 years ago
- Author's PyTorch implementation of TD3 for OpenAI gym tasks☆1,862Updated last year
- PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT…☆1,226Updated 2 months ago
- ☆721Updated 2 years ago
- Hands-On Reinforcement Learning with Python, published by Packt☆809Updated 2 years ago
- Learning Resources And Links Of Reinforcement Learning (updating)☆262Updated 3 years ago
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,279Updated 2 years ago
- Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow☆1,947Updated 3 weeks ago
- basic algorithms of reinforcement learning☆211Updated last year
- Reinforcement Learning Algorithms Based on PyTorch☆448Updated 3 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☆261Updated 6 years ago
- Tutorial for Reinforcement Learning☆184Updated 3 years ago
- 中文整理的强化学习资料(Reinforcement Learning)☆2,030Updated 5 years ago
- 《Reinforcement Learning: An Introduction》(第二版)中文翻译☆535Updated 3 years ago
- Deep-Reinforcement-Learning-Hands-On-Second-Edition, published by Packt☆1,220Updated last year
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,295Updated last year
- A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀☆639Updated 2 years ago
- PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Lear…☆1,198Updated 4 years ago
- Hello, I pushed some python environments for Multi Agent Reinforcement Learning.☆707Updated 2 years ago
- Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch☆2,029Updated 10 months ago