Knockoff sampling selects the minimal sufficient action set during online deep reinforcement learning with false discovery rate control.
C.2 Treatment Allocation for Sepsis Patients We utilize the MIMIC-III Clinical Database to construct our environment for Sepsis patients
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Where to Intervene: Action Selection in Deep Reinforcement Learning
Knockoff sampling selects the minimal sufficient action set during online deep reinforcement learning with false discovery rate control.