@inproceedings{lin-etal-2026-dwdpo, title = "dw{DPO}: Training Multi-Turn {LLM} Agents via Divergence-Weighted Direct Preference Optimization", author = "Lin, Jinghao and Wu, Yuhang and Wang, Yuanqing and Li, Yuchen and Kang, Tianxingjian and Coskunuzer, Baris and Zheng, Xiawu", 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.2406/", pages = "54657--54674", ISBN = "979-8-89176-459-0" }