TSPO: Breaking the Double Homogenization Dilemma in Multi-turn Search Policy Optimization

Shichao Ma, Zhiyuan Ma, Ming Yang +8

Multi-turn tool-integrated reasoning enables Large Language Models (LLMs) to solve complex tasks through iterative information retrieval. However, current reinforcement learning (R…