@inproceedings{ding-etal-2026-beyond, title = "Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-{M}arkov Games", author = "Ding, Shengyuan and Wei, Xilin and Fang, Xinyu and Duan, Haodong and Lin, Dahua and Wang, Jiaqi and Zang, Yuhang", 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.1587/", pages = "36087--36108", ISBN = "979-8-89176-459-0" }