collaborators

1 paper

cs.CL2026

Of Errors and Echoes: Responsibility-Aware Credit Assignment for Tool-Use Agents

Xingjian Diao, Tianyu Yang, Wenjun Huang +8

Reinforcement learning improves tool-use agents, yet fine-grained credit assignment remains challenging even with step-level feedback. An observed error may be inherited from an ea…