EG-GRPO: Evidence-Guided Step-level Credit Assignment for Deep Search Agents.

arXiv:2610.25269v1 Announce Type: cross Abstract: LLM-based search agents demonstrate strong capabilities in long-horizon information seeking and reasoning, typically trained via reinforcement learning. However, existing approaches predominantly rely on trajec