Physics-Informed Koopman-Constrained Implicit Q-Learning for Safe Offline Reinforcement Learning in Mechanical Ventilation
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Mechanical ventilation management in intensive care units requires continuous optimization of ventilator parameters while adhering to clinical safety constraints. This paper presents Physics-Informed Koopman-constrained Implicit Q-Learning (PIK-IQL), a novel o... ...
