PiCA: Pivot-Based Credit Assignment for Search Agentic Reinforcement Learning

Dongyi Liu, Yifan Niu, Qinwen Wang +2

Large Language Model (LLM)-based search agents trained with reinforcement learning (RL) have significantly improved the performance of knowledge-intensive tasks. However, existing…