Human-in-the-Loop Multi-Agent Ventilator Decision Support with Contextual Bandit Preference Learning

Sijia Li, Xiaoyu Tan, Qixing Wang +7

Ventilator decision support requires sequential decisions that track evolving physiology and disease trajectories while respecting safety boundaries and clinician specific tuning s…