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
相关论文
共 50 条
  • [41] MARKOV DECISION PROCESS FOR SONOBUOY TRANSMISSION SCHEDULING
    Suvorova, S.
    Fletcher, F.
    Angley, D.
    Gaetjens, H.
    Simakov, S.
    Morelande, M.
    Moran, B.
    2016 19TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION), 2016, : 2155 - 2162
  • [42] Combinatorial Design of a Stochastic Markov Decision Process
    Dimitrov, Nedialko B.
    Morton, David P.
    OPERATIONS RESEARCH AND CYBER-INFRASTRUCTURE, 2009, : 167 - 193
  • [43] Large Scale System Management Based on Markov Decision Process and Big Data Concept
    Valeev, Sagit
    Kondratyeva, Natalya
    2016 IEEE 10TH INTERNATIONAL CONFERENCE ON APPLICATION OF INFORMATION AND COMMUNICATION TECHNOLOGIES (AICT), 2016, : 6 - 9
  • [44] A Markov Decision Process with Awareness and Present Bias in Decision-Making
    Bizzarri, Federico
    Mocenni, Chiara
    Tiezzi, Silvia
    MATHEMATICS, 2023, 11 (11)
  • [45] Forecasting design and decision paths in ship design using the ship-centric Markov decision process model
    Kana, Austin A.
    OCEAN ENGINEERING, 2017, 137 : 328 - 337
  • [46] Blocking- and Delay-aware Flow Control Using Markov Decision Process
    Wang, Yixuan
    Sun, Changyin
    Jiang, Fan
    Jiang, Jing
    2020 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2020, : 905 - 910
  • [47] Multimodality treatment planning using the Markov decision process: a comprehensive study of applications and challenges
    Singh P.
    Singh S.
    Mishra A.
    Mishra S.K.
    Research on Biomedical Engineering, 2024, 40 (02) : 435 - 450
  • [48] Integrated fault location and isolation strategy in distribution networks using Markov decision process
    Janjic, Aleksandar
    Velimirovic, Lazar
    ELECTRIC POWER SYSTEMS RESEARCH, 2020, 180
  • [49] Robot Navigation in an Uncertain Environment using Dynamic programming via Markov decision process
    Sivadas, Meera
    Mohan, Ambili
    2018 INTERNATIONAL CONFERENCE ON CONTROL, POWER, COMMUNICATION AND COMPUTING TECHNOLOGIES (ICCPCCT), 2018, : 190 - 194
  • [50] Probabilistic modelling of deception-based security framework using markov decision process
    Haseeb, Junaid
    Malik, Saif Ur Rehman
    Mansoori, Masood
    Welch, Ian
    COMPUTERS & SECURITY, 2022, 115
12345