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

arXiv:2605.16757v2 Announce Type: replace Abstract: 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 NeuroMAS, a method that first