@inproceedings{liu-etal-2026-comap, title = "{C}o{MAP}: Co-Evolving World Models and Agent Policies for {LLM} Agents", author = "Liu, Youwei and Wang, Jian and Wang, Hanlin and Li, Wenjie", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.1200/", pages = "27461--27480", ISBN = "979-8-89176-459-0" }