RUC-NLPIR/ARPO

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!

Agent-R1: Training Powerful LLM Agents with End-to-End Reinforcement Learning

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

Democratizing Reinforcement Learning for LLMs

SkyRL: A Modular Full-stack RL Library for LLMs

Awesome List for Agentic RL

The RL Bridge for LLM-based Agent Applications. Made Simple & Flexible.

Official Repo for ICML 2024 paper "Executable Code Actions Elicit Better LLM Agents" by Xingyao Wang, Yangyi Chen, Lifan Yuan, Yizhe Zhang, Yunzhu Li, Hao Peng, Heng Ji.

An End-to-End Infrastructure for Training and Evaluating Various LLM Agents