@inproceedings{yan-etal-2026-memory,
    title = "Memory-R1: Enhancing Large Language Model Agents to Manage and Utilize Memories via Reinforcement Learning",
    author = "Yan, Sikuan  and
      Yang, Xiufeng  and
      Huang, Zuchao  and
      Nie, Ercong  and
      Ding, Zifeng  and
      Li, Zonggen  and
      Ma, Xiaowen  and
      Bi, Jinhe  and
      Kersting, Kristian  and
      Pan, Jeff Z.  and
      Schuetze, Hinrich  and
      Tresp, Volker  and
      Ma, Yunpu",
    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.583/",
    pages = "12805--12825",
    ISBN = "979-8-89176-390-6"
}