Negative Advantages Is a Double-Edged Sword: Calibrating advantages in GRPO for Search Agents.

arXiv:2604.18235v3 Announce Type: replace-cross Abstract: Search agents achieve strong question-answering performance through multi-turn interactions with search engines, with Group Relative Policy Optimization (GRPO) being a widely used training algorithm. Ho