AgileRL/AgileRL

SkyRL: A Modular Full-stack RL Library for LLMs

Puffing up reinforcement learning

Democratizing Reinforcement Learning for LLMs

Fine-tune LLM agents with online reinforcement learning

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!

PyTorch-native post-training at scale

verl/HybridFlow: A Flexible and Efficient RL Post-Training Framework

Awesome List for Agentic RL

Reproducing and studying RL algorithms for LLM agents, including GRPO, GSPO, DAPO, OPD, Search-R1, ReTool, ALFWorld and beyond.