VDSS coordinates modular agents via contracts, adapts clinician preferences online with a contextual bandit, and shows higher acceptability plus fewer rounds in retrospective ICU replay with expert review.
Critical Care Medicine49(7), 1068–1082 (2021) 10 S
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Human-in-the-Loop Multi-Agent Ventilator Decision Support with Contextual Bandit Preference Learning
VDSS coordinates modular agents via contracts, adapts clinician preferences online with a contextual bandit, and shows higher acceptability plus fewer rounds in retrospective ICU replay with expert review.