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

页码：687 / 691

页数：5

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