Assistive System for People with Apraxia Using A Markov Decision Process

Emilie Jean-Baptiste, Martin Russell, Pia Rotshtein

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)
143 Downloads (Pure)

Abstract

CogWatch is an assistive system to re-train stroke survivors suffering
from Apraxia or Action Disorganization Syndrome (AADS) to complete activities
of daily living (ADLs). This paper describes the approach to real-time planning
based on a Markov Decision Process (MDP), and demonstrates its ability to
improve task’s performance via user simulation. The paper concludes with a
discussion of the remaining challenges and future enhancements.
Original languageEnglish
Title of host publicationeHealth - for continuity of care: proceedings of MIE2014
PublisherIOS Press
Pages687-691
Number of pages5
ISBN (Electronic)978-1-61499-432-9
ISBN (Print)978-1-61499-431-2
DOIs
Publication statusPublished - Aug 2014
Event25th European Medical Informatics Conference (MIE 2014) - Istanbul, Turkey
Duration: 31 Aug 20143 Sep 2014

Publication series

NameStudies in Health Technology and Informatics
Volume205
ISSN (Print)0926-9630
ISSN (Electronic)1879-8365

Conference

Conference25th European Medical Informatics Conference (MIE 2014)
Country/TerritoryTurkey
CityIstanbul
Period31/08/143/09/14

Keywords

  • Markov Decision Process
  • Task Model

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