Fed-SE: Federated Self-Evolution for Privacy-Constrained Multi-Environment LLM Agents

Xiang Chen, Yuling Shi, Qizhen Lan +4

LLM agents are widely deployed in complex interactive tasks, yet privacy constraints often preclude centralized optimization and co-evolution across dynamic environments. Despite t…