Agent-RL/ReCall

Search-R1: An Efficient, Scalable RL Training Framework for Reasoning & Search Engine Calling interleaved LLM based on veRL

Democratizing Reinforcement Learning for LLMs

SkyRL: A Modular Full-stack RL Library for LLMs

[ICLR'24 spotlight] An open platform for training, serving, and evaluating large language model for tool learning.

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

Awesome List for Agentic RL

A curated list of papers and resources based on the survey "Agentic Reasoning for Large Language Models"

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!

ZeroSearch: Incentivize the Search Capability of LLMs without Searching