VH-GPO: Verified Handoff for LLM Agent Reinforcement Learning
Group-relative reinforcement learning methods such as GRPO train large language model (LLM) agents by comparing rollouts for the same task. When every trajectory in a group fails with the same reward, relative advantages collapse toward zero, leaving no useful learning signal.
arXiv cs.LG2 min read