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

arXiv:2610.16027v1 Announce Type: cross Abstract: 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 earlier decision, while multiple