PFedMA: Who Should Join Next as Federated Multi-Agent Orchestration Evolves?
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 remains challenging. Agent selection must take into consideration evolving task requirements and the agent's histo...
Shuai Li, Sheng-Yuan Liu, Fan Qi et al.
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