Optimal adaptive control of drug dosing using integral reinforcement learning

DOI10.1016/J.MBS.2019.01.012zbMath1409.92119OpenAlexW2911236815WikidataQ91421621 ScholiaQ91421621MaRDI QIDQ669203

Wassim M. Haddad, Regina Padmanabhan, Nader Meskin

Publication date: 20 March 2019

Published in: Mathematical Biosciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.mbs.2019.01.012

zbMATH Keywords

reinforcement learningoptimal adaptive controldrug dosinganesthesia administration

Mathematics Subject Classification ID

Feedback control (93B52) Adaptive control/observation systems (93C40) Medical applications (general) (92C50)

Related Items (2)

Editorial. The application of machine learning to disease diagnosis and treatment ⋮ Differential flatness properties and multivariable adaptive fuzzy control of hormonal system dynamics

Cites Work

• Unnamed Item
• Reinforcement learning-based control of drug dosing for cancer chemotherapy treatment
• Reinforcement Learning Strategies for Clinical Trials in Nonsmall Cell Lung Cancer
• Linear Quadratic Tracking Control of Partially-Unknown Continuous-Time Systems Using Reinforcement Learning
• Clinical Decision Support and Closed-Loop Control for Intensive Care Unit Sedation
• On the concept of excitation in least squares identification and adaptive control^†
• Adaptive control for non-negative and compartmental dynamical systems with applications to general anesthesia
• Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles
• Optimal drug dosing control for intensive care unit sedation by using a hybrid deterministic–stochastic pharmacokinetic and pharmacodynamic model

This page was built for publication: Optimal adaptive control of drug dosing using integral reinforcement learning