@inproceedings{yss-etal-2026-gradient, title = "A Gradient Perspective on {RLVR} Stability and Winner-Advantage Policy Optimization", author = "Yss, Prasanth and Ren, Zhichen and Hosseinzadeh, Rasa and Gofman, Ilan and Chen, Yuqi and Liu, Zhaoyan and Yu, Guangwei and Cresswell, Jesse C. and Gorti, Satya Krishna", 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.2371/", pages = "53806--53826", ISBN = "979-8-89176-459-0" }