PFedMA: Who Should Join Next as Federated Multi-Agent Orchestration Evolves?

arXiv:2610.19458v1 Announce Type: new Abstract: Federated Multi-Agent Systems (FedMAS) offer a promising paradigm for collaborative reasoning among LLM-based agents while keeping raw client data decentralized. However, reliable multi-round collaboration remain