Repository Index

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

• reinforcement-learning
• multiagent-reinforcement-learning
• self-play
• imitation-learning

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

• alphazero
• mcts
• alphago-zero
• gomoku

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

• ai
• control
• decision-making
• distributed-computing

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

• reinforcement-learning
• deep-reinforcement-learning
• game-ai
• poker

Classic papers and resources on recommendation

• recommender-system
• deep-learning
• machine-learning
• recommendation

A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities

• api
• gymnasium
• multi-agent-reinforcement-learning
• reinforcement-learning

Manipulation Skill Framework, an open source GPU parallelized robotics simulator and benchmark

• reinforcement-learning
• robotics
• robot-manipulation
• embodied-ai

🦞 Just talk to your agent — it learns and EVOLVES 🧬.

• agent
• ai-agent
• fine-tuning
• llm

The next generation deep reinforcement learning tookit

• reinforcement-learning
• transfer-learning
• deep-learning

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

• deep-reinforcement-learning
• pytorch
• reinforcement-learning
• machine-learning

Modularized Implementation of Deep RL Algorithms in PyTorch

• pytorch
• deep-reinforcement-learning
• dqn
• dueling-network-architecture

An Efficient and User-Friendly Scaling Library for Reinforcement Learning with Large Language Models

• agentic
• rlhf
• rlvr

A high-performance distributed training framework for Reinforcement Learning

• reinforcement-learning
• large-scale
• parallelization

[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning

• ai
• artificial-intelligence
• llm

Isaac Lab API, powered by MuJoCo-Warp, for RL and robotics research

• isaaclab
• mujoco
• mujoco-warp
• reinforcement-learning

Accelerated deep learning R&D

• deep-learning
• reinforcement-learning
• machine-learning
• computer-vision

A collection of environments for autonomous driving and tactical decision-making tasks

• reinforcement-learning
• autonomous-driving
• gymnasium-environment

Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.

Tensorforce: a TensorFlow library for applied reinforcement learning

• reinforcement-learning
• tensorflow
• deep-reinforcement-learning
• tensorflow-library

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

• deep-reinforcement-learning
• pytorch
• simple
• deep-learning

[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

• agent
• artificial-intelligence
• benchmark
• multimodal

A modular high-level library to train embodied AI agents across a variety of tasks and environments.

• ai
• computer-vision
• robotics
• simulator

:satellite: Organized Resources for Deep Learning Researchers and Developers

• deep-learning
• reinforcement-learning

Skywork-R1V is an advanced multimodal AI model series developed by Skywork AI, specializing in vision-language reasoning.

• deepseek-r1
• llm
• r1v
• reasoning