SOAR: Source-Aware Reinforcement Learning with Precise Credit Assignment for Search Agents

Shengze Huang, Zihao Tang, Jinluan Yang +11

Reinforcement learning (RL) for search agents often suffers from evidence fabrication, a failure mode where agents bypass external information ($E_{ext}$) and fabricate an incorrec…