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arxiv_agent_systems_research ยท Oct 26, 2026 ยท paper

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Belief-Conditioned Multi-Agent Actor Critic for Decentralized LLM Collaboration

arxiv.orgOct 26, 2026
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In brief

Recent work has explored optimizing LLM collaboration through Multi-Agent Reinforcement Learning (MARL), but many approaches still rely on predefined workflows, limiting efficiency and scalability. Decentralized LLM c...

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