@inproceedings{li-etal-2026-soar, title = "{SOAR}: Supervision from Observation for Agentic Reinforcement Learning", author = "Li, Meng and Li, Lei and Wang, Xiting and Yuan, Yi and Wei, Zheng and Brucebian and Li, Zang", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Proceedings of the 64th Annual Meeting of the {A}ssociation for {C}omputational {L}inguistics (Volume 1: Long Papers)", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.acl-long.1624/", pages = "35175--35197", ISBN = "979-8-89176-390-6" }