NeuroMAS: Multi-Agent Systems as Neural Networks with Joint Reinforcement Learning

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1. May 18, 2026, 9:00 PM
   arXiv cs.AI · Center

   LLM-Guided Communication for Cooperative Multi-Agent Reinforcement Learning
2. May 18, 2026, 9:00 PM
   arXiv cs.AI · Center

   NeuroMAS: Multi-Agent Systems as Neural Networks with Joint Reinforcement Learning

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Center · 2

arXiv cs.AI Center

NeuroMAS: Multi-Agent Systems as Neural Networks with Joint Reinforcement Learning

Multi-agent language systems are often built as hand-designed workflows, where agents are assigned semantic roles and communication protocols are specified in advance. We propose N…

Mixed Factuality · Other

arXiv cs.AI Center

LLM-Guided Communication for Cooperative Multi-Agent Reinforcement Learning

Communication is a key component in multi-agent reinforcement learning (MARL) for mitigating partial observability, yet prior approaches often rely on inefficient information excha…

Mixed Factuality · Other

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