Optimal adaptive control of drug dosing using integral reinforcement learning
type: Item
instance of: scholarly article
title: Optimal adaptive control of drug dosing using integral reinforcement learning
zbMATH Open document ID: 1409.92119
author: Regina Padmanabhan
author: Nader Meskin
author: Wassim M. Haddad
published in: Mathematical Biosciences
publication date: 2019-03-20T00:00:00Z
Mathematics Subject Classification ID: 92C50
Mathematics Subject Classification ID: 93C40
Mathematics Subject Classification ID: 93B52
zbMATH DE Number: 7038673
zbMATH Keywords: drug dosing
zbMATH Keywords: optimal adaptive control
zbMATH Keywords: reinforcement learning
zbMATH Keywords: anesthesia administration
Wikidata QID: Q91421621
MaRDI profile type: Publication
full work available at URL: j.mbs.2019.01.012
OpenAlex ID: W2911236815
cites work: Clinical Decision Support and Closed-Loop Control for Intensive Care Unit Sedation
cites work: Optimal drug dosing control for intensive care unit sedation by using a hybrid deterministic–stochastic pharmacokinetic and pharmacodynamic model
cites work: Adaptive control for non-negative and compartmental dynamical systems with applications to general anesthesia
cites work: Reinforcement learning strategies for clinical trials in nonsmall cell lung cancer
cites work: Reinforcement learning-based control of drug dosing for cancer chemotherapy treatment
cites work: Optimal Adaptive Control and Differential Games by Reinforcement Learning Principles
cites work: Linear Quadratic Tracking Control of Partially-Unknown Continuous-Time Systems Using Reinforcement Learning
cites work: Q3654592
cites work: On the concept of excitation in least squares identification and adaptive control†
DOI: 10.1016/J.MBS.2019.01.012
Recommended article: Reinforcement learning-based control of drug dosing for cancer chemotherapy treatment
Recommended article: OptiDose: computing the individualized optimal drug dosing regimen using optimal control
Recommended article: Predictive drug dosage control through a Fokker-Planck observer
Recommended article: Optimal control in pharmacokinetic drug administration
Recommended article: Adaptive control for nonlinear compartmental dynamical systems with applications to clinical pharmacology
Recommended article: Model-based control algorithm for medication dosing under incomplete information about the state of the organism
Recommended article: A stochastic optimal control approach to a mathematical drug administration model
Recommended article: Optimality and convergence of adaptive optimal control by reinforcement synthesis
Recommended article: Deep advantage learning for optimal dynamic treatment regime
description: scientific article; zbMATH DE number 7038673