Assistive System for People with Apraxia Using A Markov Decision Process

被引：0
|
作者：
Jean-Baptiste, Emilie M. D. [1 ]
Russell, Martin [1 ]
Rothstein, Pia [2 ]
机构：
[1] Univ Birmingham, Sch Elect Elect & Comp Engn, Birmingham B15 2TT, W Midlands, England
[2] Univ Birmingham, Sch Psychol, Birmingham B15 2TT, W Midlands, England
来源：
E-HEALTH - FOR CONTINUITY OF CARE | 2014年 / 205卷
关键词：
Markov Decision Process; Task Model; Cognitive Assistive System; Activity of daily living;
D O I：
10.3233/978-1-61499-432-9-687
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
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.
引用
收藏
页码：687 / 691
页数：5
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