FedAgentKE: Federated Semantic Knowledge Evolution for Heterogeneous Agents

Weihao Li, Jun Bai, Ziyang Song

Large language model (LLM)-based agents increasingly rely on reasoning, tool use, and iterative execution, yet existing agent frameworks still operate largely in isolation. While r…