arXiv 2610.27227 · cs.CL · 2026-10-19
Which Agent's Skill Should Change? Group-Relative Credit Assignment for Evolving Multi-Agent Teams
Yanan Ma, Yang Wang, David Le, Chenhan Yuan, Yizheng Sun, Guangwei Zhang, Chenghao Xiao, Chenghua Lin 等 9 人
Mayo Clinic
在最新榜 #358 本站收录于 2026-10-25
一句话要点
梅奥诊所的 GRSE 借鉴 GRPO，在相同技能库下多次执行同一题并对比结果，把团队奖励归到具体 agent 和技能上，改进多 agent 的技能进化，在 HotpotQA 多跳题上提升 6.7 F1。
Mayo Clinic's GRSE borrows from GRPO, rerunning each question under the same skill libraries and contrasting runs to credit specific agent-skill pairs, beating MASkills with up to +6.7 F1 on multi-hop HotpotQA.
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主题与学科
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数据说明
元数据来自 arXiv API（已核实）；点赞来自 Hugging Face 每日论文；引用来自 Semantic Scholar。最近刷新 2026-10-26。
要点由本站根据摘要自写，不转载摘要原文，请阅读原文。