@inproceedings{he-etal-2025-enabling, title = "Enabling Self-Improving Agents to Learn at Test Time With Human-In-The-Loop Guidance", author = "He, Yufei and Li, Ruoyu and Chen, Alex and Liu, Yue and Chen, Yulin and Sui, Yuan and Chen, Cheng and Zhu, Yi and Luo, Luca and Yang, Frank and Hooi, Bryan", editor = "Potdar, Saloni and Rojas-Barahona, Lina and Montella, Sebastien", booktitle = "Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = nov, year = "2025", address = "Suzhou (China)", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2025.emnlp-industry.115/", pages = "1625--1653", ISBN = "979-8-89176-333-3" }