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
agent-sandbox enables easy management of isolated, stateful, singleton workloads, ideal for use cases like AI agent runtimes and reinforcement learning (RL).
FinRL®: Financial Reinforcement Learning. 🔥
Puffing up reinforcement learning
Miles is an enterprise-facing reinforcement learning framework for LLM and VLM post-training, forked from and co-evolving with slime.
Multimodal RL training framework for diffusion & omni models
Train transformer language models with reinforcement learning.
This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning."
Isaac Lab API, powered by MuJoCo-Warp, for RL and robotics research
Agent Reinforcement Trainer: train multi-step agents for real-world tasks using GRPO. Give your agents on-the-job training. Reinforcement learning for Qwen3.6, GPT-OSS, Llama, and more!
An Easy-to-use, Scalable and High-performance Agentic RL Framework based on Ray (PPO & DAPO & REINFORCE++ & VLM & TIS & vLLM & Ray & Async RL)
The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.
SkyRL: A Modular Full-stack RL Library for LLMs
Scalable RL for Any Agent and Sandbox.
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
An interface library for RL post training with environments.
A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities
C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
A standard API for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
An Asynchronous Reinforcement Learning Engine for Omni-Modal Post-Training at Scale
Cosmos-RL is a flexible and scalable Reinforcement Learning framework specialized for Physical AI applications.
24,535 repositories in the index in total.
