IAPO: Influence-Aware Policy Optimization for Credit Assignment in Multi-Turn Service Agents

Bo Ren, Yirong Mao, Yi Yang +1

Large Language Model (LLM) agents increasingly solve long-horizon tasks through multi-turn interactions with users and external tools. In these settings, relevant task information…