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.
Inverse reinforcement learning for intelli- gent mechanical ventilation and sedative dosing in intensive care units,
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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.