Offline RL for ICU sedation shows that adding 30-day mortality to the objective yields policies whose clinician agreement correlates negatively with mortality, unlike pain-only versions.
Reinforcement learning approach to sedation and delirium man- agement in the intensive care unit,
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On Safer Reinforcement Learning for Sedation and Analgesia in Intensive Care
Offline RL for ICU sedation shows that adding 30-day mortality to the objective yields policies whose clinician agreement correlates negatively with mortality, unlike pain-only versions.