@inproceedings{bi-etal-2025-optagent,
    title = "{OPTAGENT}: Optimizing Multi-Agent {LLM} Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning",
    author = "Bi, Zhenyu  and
      Lu, Meng  and
      Li, Yang  and
      Roy, Swastik  and
      Guan, Weijie  and
      Ziyadi, Morteza  and
      Wang, Xuan",
    editor = "Inui, Kentaro  and
      Sakti, Sakriani  and
      Wang, Haofen  and
      Wong, Derek F.  and
      Bhattacharyya, Pushpak  and
      Banerjee, Biplab  and
      Ekbal, Asif  and
      Chakraborty, Tanmoy  and
      Singh, Dhirendra Pratap",
    booktitle = "Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics",
    month = dec,
    year = "2025",
    address = "Mumbai, India",
    publisher = "The Asian Federation of Natural Language Processing and The Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-ijcnlp-aacl/2025.findings-ijcnlp.107/",
    pages = "1713--1728",
    ISBN = "979-8-89176-303-6"
}