Towards Real-World Applications of Personalized Anesthesia Using Policy Constraint Q Learning for Propofol Infusion Control

no code implementations • 17 Mar 2023 • Xiuding Cai, Jiao Chen, Yaoyao Zhu, Beimin Wang, Yu Yao

In this paper, Policy Constraint Q-Learning (PCQL), a data-driven reinforcement learning algorithm for solving the problem of learning anesthesia strategies on real clinical datasets, is proposed.

Q-Learning reinforcement-learning +1