Dense Process Supervision for Search Agents via Fact Utility Estimation

Rongzhi Zhu, Xiangyu Liu, Yi Liu +7

Reinforcement learning (RL) for search agents typically relies on outcome rewards. However, it often fails to achieve effective credit assignment, due to the unclear value of inter…