@inproceedings{liu-etal-2026-past, title = "The Past Is Not Past: Memory-Enhanced Dynamic Reward Shaping", author = "Liu, Yang and Wang, Enxi and Gao, Yufei and Zhang, Weixin and Wang, Bo and Zeng, Zhiyuan and Zhang, Yikai and Zheng, Yining and Qiu, Xipeng", 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.1975/", pages = "44948--44971", ISBN = "979-8-89176-459-0" }