Train Locally, Learn Together: Distributed Multi-Agent Training via ADMM.

arXiv:2610.24380v1 Announce Type: new Abstract: Multi-agent systems (MAS) can outperform individual language-model agents by combining specialized roles, diverse reasoning processes, and collaborative decision-making. However, collaborative MAS training is typ