@inproceedings{wang-etal-2026-teach, title = "Teach the Magnitude, Not the Direction: Verifier-Anchored Credit Assignment for Multi-Turn Multi-Step {LLM} Agents", author = "Wang, Zechuan and Lu, Siyuan and Zhang, Hongxuan and Mo, Linjian and Zhuang, Chenyi and Gan, Leilei", 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.2634/", pages = "59877--59891", ISBN = "979-8-89176-459-0" }