@article{humanintheloopmultiagentventilatordecisi,
  title = {Human-in-the-Loop Multi-Agent Ventilator Decision Support with Contextual Bandit Preference Learning},
  author = {Sijia Li and Xiaoyu Tan and Qixing Wang and Weiyi Zhao and Chen Zhan and Teqi Hao and Xuemin Wang and Lei Gu and Roland Eils and Xihe Qiu},
  year = {2026},
  eprint = {2605.23320},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.23320},
}