A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems. - Jinyuan Fang; Yanwen Peng; Xi Zhang; Yingxu Wang; Xinhao Yi; Guibin Zhang; Yi Xu; Bin Wu; Siwei Liu; Zihao Li; Zhaochun Ren; Nikos Aletras; et al. (CoRR, 2025)