@article{article, title  = {{A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems.}},

 url = {{}},

 year = {{2025}},

 month = {{8}},

 author = {{Fang J and Peng Y and Zhang X and Wang Y and Yi X and Zhang G and Xu Y and Wu B and Liu S and Li Z and Ren Z et al}},

 volume = {{abs/2508.07407}},

 journal = {{CoRR}},

 note = {{Accessed on 2025/09/29}}}