Personalized HeartSteps: A Reinforcement Learning Algorithm for Optimizing Physical Activity

With the recent proliferation of mobile health technologies, health scientists are increasingly interested in developing just-in-time adaptive interventions (JITAIs), typically delivered via notifications on mobile devices and designed to help users prevent negative health outcomes and to promote th...

Full description

Bibliographic Details

Published in:	Proceedings of ACM on interactive, mobile, wearable and ubiquitous technologies Vol. 4; no. 1
Main Authors:	Liao, Peng, Greenewald, Kristjan, Klasnja, Predrag, Murphy, Susan
Format:	Journal Article
Language:	English
Published:	United States 01.03.2020
Subjects:	Mobile Health Reinforcement Learning Applied computing → Health care information systems Computing methodologies → Machine learning algorithms Just-in-Time Adaptive Intervention
ISSN:	2474-9567, 2474-9567
Online Access:	Get more information
Tags:	Add Tag No Tags, Be the first to tag this record!