@inproceedings{hong-etal-2026-r,
    title = "{R}-{IDEAL}: Reinforcing Insight-Driven Experience for Agent Learning",
    author = "Hong, Wentao  and
      Zhou, Xin  and
      Xu, Yukai  and
      Yu, Jianing  and
      Yang, Sheng  and
      Gao, Sheng  and
      Xu, Weiran",
    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.1658/",
    pages = "37694--37708",
    ISBN = "979-8-89176-459-0"
}