@inproceedings{yang-etal-2026-towards-self, title = "Towards Self-Evolving Agents: Enabling Autonomy through Interactive Experience Refinement", author = "Yang, Cheng and Yang, Xuemeng and Wen, Licheng and Fu, Daocheng and Mei, Jianbiao and Wu, Rong and Cai, Pinlong and Shen, Yufan and Deng, Nianchen and Xu, Jia and Shi, Botian and Qiao, Yu and Li, Haifeng", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.1522/", pages = "30424--30451", ISBN = "979-8-89176-395-1" }