Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
RL algorithms, environments, simulators and decision-making systems.
Signals: reinforcement-learning, deep-reinforcement-learning, rl, gymnasium, openai-gym, multi-agent-reinforcement-learning, imitation-learning
663 results
A standard API for multi-agent reinforcement learning environments, with popular reference environments and related utilities
Multi-Agent Reinforcement Learning with JAX
A language agent gym with challenging scientific tasks
Official reinforcement learning environment for demand response and load shaping
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
A curated collection of papers, technical reports, frameworks, and tools for on-policy distillation (OPD) of large language models
Official code for "Self-Distilled Agentic Reinforcement Learning"
Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
🌟100+ 原创 LLM / RL 原理图📚，《大模型算法》作者巨献！💥（100+ LLM/RL Algorithm Maps ）
UniRL is a Framework for Unified Multimodal Model Reinforcement Learning
[EMNLP 2026] MobileGym: A Verifiable and Highly Parallel Simulation Platform for Mobile GUI Agent Research · 浏览器里运行的安卓模拟器 · Browser-hosted Android Simulator · Verifiable Evaluation · Scalable Online RL Training
RL research on Android devices.
ProtoMotions is a GPU-accelerated simulation and learning framework for training physically simulated digital humans and humanoid robots.
A unified framework for easy fine-tuning in Flow-Matching models
Reinforcement Learning environments based on the 1993 game Doom :godmode:
The Little Book of Reinforcement Learning
🕹️ A diverse suite of scalable reinforcement learning environments in JAX
A construction kit for reinforcement learning environment management.
qqr is an RL training framework for open-ended agents.
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library
Awesome Reasoning LLM Tutorial/Survey/Guide
PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
24,535 repositories in the index in total.
