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.
JAMA internal medicine183(8), 824–831 (2023)
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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.