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Author

Hang Yu

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Conference Open access Sep 2026

Uncertainty-Guided Adaptive Conservative Offline Reinforcement Learning for Safer Mechanical Ventilation

Mechanical ventilation (MV) is essential in intensive care units (ICUs), yet conventional protocols lack personalization and risk harmful over- or under-ventilation. Offline reinforcement learning (ORL) enables policy optimization from retrospective clinical data without unsafe online interaction, but existing methods...

Hui-Dong Liu, Hang Yu, Qiyang Zhang et al. · 0 citations

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