ToolPRMBench: Evaluating and Advancing Process Reward Models for Tool-using Agents

Dawei Li, Yuguang Yao, Zhen Tan +2

Reward-guided search methods have demonstrated strong potential in enhancing tool-using agents by effectively guiding sampling and exploration over complex action spaces. As a core…