Modern LLM agents exhibit myopic and polarized interaction patterns during multi-agent tasks. The Multi-Agent Contextual Exploration (MACE) framework uses structured peer selection to improve coordination in partially observable stochastic games.
HOW THIS AFFECTS YOU
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builderUse structured peer selection if building multi-agent workflows to prevent suboptimal loops.
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researcherExplore POSG modeling to solve coordination issues in agentic swarms.