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

arXiv:2605.09287v3 Announce Type: replace Abstract: Large Language Model (LLM)-based search agents trained with reinforcement learning (RL) have significantly improved the performance of knowledge-intensive tasks. However, existing methods encounter critical c