MCP-Universe RL: A Framework for Training MCP Tool-Use Agents via Reinforcement Learning

Ziyang Luo, Yan Yang, Xiangru Jian +5

Reinforcement learning (RL) has become an effective way to improve the tool-use ability of large language models (LLMs), but most existing RL frameworks stop at the policy update.…