@inproceedings{shukla-etal-2026-adaptive,
    title = "Adaptive Data Flywheel: Applying {MAPE} Control Loops to {AI} Agent Improvement",
    author = "Shukla, Aaditya  and
      Knowles, Sidney  and
      Madugula, Meenakshi  and
      Farris, David  and
      Angilly, Ryan  and
      Pombo, Santiago  and
      An, Lu  and
      Xu, Anbang  and
      Balasubramanian, Abhinav  and
      Yu, Tan  and
      Ren, Jiaxiang  and
      Akkiraju, Rama",
    editor = {Matusevych, Yevgen  and
      Eryi{\u{g}}it, G{\"u}l{\c{s}}en  and
      Aletras, Nikolaos},
    booktitle = "Proceedings of the 19th Conference of the {E}uropean Chapter of the {A}ssociation for {C}omputational {L}inguistics (Volume 5: Industry Track)",
    month = mar,
    year = "2026",
    address = "Rabat, Morocco",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-eacl/2026.eacl-industry.33/",
    pages = "438--454",
    ISBN = "979-8-89176-384-5"
}