Deep Reinforcement Learning
☆4,518Dec 10, 2022Updated 3 years ago
Alternatives and similar repositories for DRL
Users that are interested in DRL are comparing it to the libraries listed below
Sorting:
- ☆849Mar 30, 2023Updated 2 years ago
- ☆4,192May 12, 2021Updated 4 years ago
- 强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/☆13,696Dec 30, 2025Updated 2 months ago
- https://hrl.boyuai.com/☆4,513Nov 22, 2022Updated 3 years ago
- An elegant PyTorch deep reinforcement learning library.☆10,267Dec 1, 2025Updated 3 months ago
- Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone☆2,557Apr 11, 2022Updated 3 years ago
- This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."☆14,782Feb 22, 2026Updated last week
- Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C5…☆3,283Jun 11, 2025Updated 8 months ago
- Massively Parallel Deep Reinforcement Learning. 🔥☆4,295Feb 20, 2026Updated last week
- This repository collects some codes that encapsulates commonly used algorithms in the field of machine learning. Most of them are based o…☆621May 18, 2025Updated 9 months ago
- Intro to Reinforcement Learning (强化学习纲要)☆3,560Jul 25, 2020Updated 5 years ago
- ☆3,890Feb 7, 2024Updated 2 years ago
- PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.☆12,797Feb 21, 2026Updated last week
- PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....☆4,580Mar 24, 2023Updated 2 years ago
- A high-performance distributed training framework for Reinforcement Learning☆3,458Sep 13, 2025Updated 5 months ago
- 深度学习经典、新论文逐段精读☆32,601Mar 22, 2025Updated 11 months ago
- PyTorch implementations of deep reinforcement learning algorithms and environments☆5,926Jul 25, 2024Updated last year
- High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, T…☆9,172Jul 8, 2025Updated 7 months ago
- Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学☆9,432Mar 31, 2024Updated last year
- Python Implementation of Reinforcement Learning: An Introduction☆14,569Aug 9, 2024Updated last year
- Some basic examples of playing with RL☆1,269Feb 18, 2026Updated last week
- An educational resource to help anyone learn deep reinforcement learning.☆11,612Aug 5, 2024Updated last year
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,723Sep 8, 2022Updated 3 years ago
- PPO x Family DRL Tutorial Course(决策智能入门级公开课:8节课帮你盘清算法理论,理顺代码逻辑,玩转决策AI应用实践 )☆2,518Mar 13, 2025Updated 11 months ago
- Paper list of multi-agent reinforcement learning (MARL)☆4,729Feb 11, 2026Updated 2 weeks ago
- 《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。☆75,857Jul 30, 2024Updated last year
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,441Mar 29, 2023Updated 2 years ago
- 中文整理的强化学习资料(Reinforcement Learning)☆2,143Apr 30, 2020Updated 5 years ago
- ☆1,049Jan 29, 2023Updated 3 years ago
- DRLib:a Concise Deep Reinforcement Learning Library, Integrating HER, PER and D2SR for Almost Off-Policy RL Algorithms.☆564Apr 2, 2024Updated last year
- Python Multi-Agent Reinforcement Learning framework☆2,160Dec 8, 2022Updated 3 years ago
- A parallel framework for population-based multi-agent reinforcement learning.☆548Dec 14, 2023Updated 2 years ago
- Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book a…☆21,900Jul 13, 2023Updated 2 years ago
- An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & TIS & vLLM & Ray & Async RL)☆9,037Feb 21, 2026Updated last week
- Source codes for the book "Reinforcement Learning: Theory and Python Implementation"☆1,012Oct 26, 2025Updated 4 months ago
- OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.☆3,597Dec 7, 2025Updated 2 months ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,892Jul 18, 2024Updated last year
- One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)☆1,269Nov 28, 2024Updated last year
- The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization☆917Mar 23, 2024Updated last year