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Which Agent's Skill Should Change? Group-Relative Credit Assignment for Evolving Multi-Agent Teams

19 Oct 2026

Cooperative language-model agents can improve without weight updates by revising reusable skills, but only if a shared team reward is traced to the responsible agent and skill.

Multi-Agent Reinforcement Learning Reinforcement Learning

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