RL
Reinforcement Learning Environments for Omniverse Isaac Gym
An educational resource to help anyone learn deep reinforcement learning.
Source Code
PyTorch implementations of deep reinforcement learning algorithms and environments
An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.
Decision Intelligence Platform for Autonomous Driving simulation.
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
Scalable Multi-Agent RL Training School for Autonomous Driving
xingtian is a componentized library for the development and verification of reinforcement learning algorithms
Reinforcement learning baseline agent trained with the Actor-critic (A3C) algorithm.
Reinforcement Learning codebase for self-driving car in Carla
This repository hosts a customized PPO based agent for Carla. The goal of this project is to make it easier to interact with and experiment in Carla with reinforcement learning based agents -- this…
强化学习中文教程（蘑菇书🍄），在线阅读地址：https://datawhalechina.github.io/easy-rl/
A curated list of visual reinforcement learning resources
An easier PyTorch deep reinforcement learning library.
Train transformer language models with reinforcement learning.
Official repo for paper DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning.
A fast and simple implementation of learning algorithms for robotics.
Bullet Physics SDK: real-time collision detection and multi-physics simulation for VR, games, visual effects, robotics, machine learning etc.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Implementation of RLHF (Reinforcement Learning with Human Feedback) on top of the PaLM architecture. Basically ChatGPT but with PaLM
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
A course in reinforcement learning in the wild
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Repo for the Deep Reinforcement Learning Nanodegree program
The next generation deep reinforcement learning tookit
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.