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

共 50 条

[31] Optimizing Maintenance Decision in Rails: A Markov Decision Process Approach
Sancho, Luis C. B.
Braga, Joaquim A. P.
Andrade, Antonio R.
ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART A-CIVIL ENGINEERING, 2021, 7 (01):
[32] Automatic Horizon Picking Using Multiple Seismic Attributes and Markov Decision Process
Wu, Chengliang
Feng, Bo
Song, Xiaonan
Wang, Huazhong
Xu, Rongwei
Sheng, Shen
REMOTE SENSING, 2023, 15 (03)
[33] A Novel Approach for Youtube Video Spam Detection using Markov Decision Process
Kanodia, Simran
Sasheendran, Rachna
Pathari, Vinod
2018 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2018, : 60 - 66
[34] A Markov decision process approach to optimizing cancer therapy using multiple modalities
Maass, Kelsey
Kim, Minsun
MATHEMATICAL MEDICINE AND BIOLOGY-A JOURNAL OF THE IMA, 2020, 37 (01): : 22 - 39
[35] A Markov decision process for response adaptive designs
Yi, Yanqing
Wang, Xikui
ECONOMETRICS AND STATISTICS, 2023, 25 : 125 - 133
[36] Reinforcement Learning to Rank with Markov Decision Process
Wei, Zeng
Xu, Jun
Lan, Yanyan
Guo, Jiafeng
Cheng, Xueqi
SIGIR'17: PROCEEDINGS OF THE 40TH INTERNATIONAL ACM SIGIR CONFERENCE ON RESEARCH AND DEVELOPMENT IN INFORMATION RETRIEVAL, 2017, : 945 - 948
[37] Abstractive Meeting Summarization as a Markov Decision Process
Murray, Gabriel
ADVANCES IN ARTIFICIAL INTELLIGENCE (AI 2015), 2015, 9091 : 212 - 219
[38] Minimizing the Outage Probability in a Markov Decision Process
Corlay, Vincent
Sibel, Jean-Christophe
2023 IEEE INFORMATION THEORY WORKSHOP, ITW, 2023, : 107 - 112
[39] Using Markov Decision Process over Local Modular Supervisors for Planning Problems
Sarsur, Daniel
Alves, Lucas V. R.
Pena, Patricia N.
IFAC PAPERSONLINE, 2024, 58 (01): : 126 - 131
[40] Joint Manufacturing and Onsite Microgrid System Control Using Markov Decision Process and Neural Network Integrated Reinforcement Learning
Hu, Wenqing
Sun, Zeyi
Zhang, Yunchao
Li, Yu
25TH INTERNATIONAL CONFERENCE ON PRODUCTION RESEARCH MANUFACTURING INNOVATION: CYBER PHYSICAL MANUFACTURING, 2019, 39 : 1242 - 1249

← 1 2 3 4 5 →