@inproceedings{fang-etal-2026-proximity, title = "Proximity-Based Multi-Turn Optimization: Practical Credit Assignment for {LLM} Agent Training", author = "Fang, Yangyi and Lin, Jiaye and Fu, Xiaoliang and Qin, Cong and Shi, Haolin and Liu, Chang", editor = "Li, Yunyao and Rehm, Georg and Tu, Mei", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics ({ACL} 2026)", month = jul, year = "2026", address = "San Diego, California, USA", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-industry.19/", pages = "285--307", ISBN = "979-8-89176-394-4" }