GRSE Assigns Behavioral Credit in Multi-Agent Teams via Group-Relative Comparisons

Mayoclinic · hf · 2026-10-22

GRSE improves cooperative language agent teams by comparing repeated group executions to assign behavioral credit to specific agent-skill pairs. It induces new skills from failures, refines harmful skills rather than pruning them, and gates updates by validation gains, outperforming prior methods on multi-hop reasoning and recovering from harmful skills.

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