Assistive System for People with Apraxia Using A Markov Decision Process

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

Authors

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.

Details

Original languageEnglish
Title of host publicationeHealth - for continuity of care: proceedings of MIE2014
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)
CountryTurkey
CityIstanbul
Period31/08/143/09/14

Keywords

  • Markov Decision Process, Task Model