verl-project/uni-agent

AxisAgentic: An Extensible Runtime and Trajectory-Collection Framework for Long-Horizon Agents.

Code and implementations for the paper "AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning" by Zhiheng Xi et al.

Scalable RL for Any Agent and Sandbox.

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

Agentic RL Training at Scale

The roadmap of long-horizon agents

Cayu is the runtime for long-horizon agents that need explicit environments, durable sessions, controlled tools, secrets boundaries, evals, and replay

Democratizing Reinforcement Learning for LLMs

The absolute trainer to light up AI agents.