FederatedSkill: Federated Learning for Agentic Skill Evolution

Jingbo Yang, Guanyu Yao, Yang Zhang +3

Modern LLM agents increasingly rely on skill libraries to handle complex tasks, making skill evolution a primary driver of self-improvement. However, isolated single-user task stre…