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Development of Cybernetic Agent and its motor learning based on reinforcement learning.

Research Project

Project/Area Number 21700591
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Rehabilitation science/Welfare engineering
Research InstitutionNational Institute of Advanced Industrial Science and Technology

Principal Investigator

FUKUDA Osamu  National Institute of Advanced Industrial Science and Technology, 生産計測技術研究センター, 主任研究員 (20357891)

Project Period (FY) 2009 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2010: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2009: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Keywords福祉・介護用ロボット / 義手筋 / 電信号 / インタフェース / 筋電位 / 義肢 / エージェント / 仮想空間
Research Abstract

This research proposes a novel approach of an artificial prosthetic hand and its control method. We try to develop the autonomous and intelligent prosthetic hand, which is called "Cybernetic Agent", in order to help amputee in the daily activities as a wearable robot agent. Cybernetic Agent can understand the operator's intended motion based on the EMG pattern discrimination, and cooperates with him/her to accomplish a target task. To adapt unknown objects, we also investigate the motor learning of Cybernetic Agent based on reinforcement learning.

Report

(3 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • Research Products

    (11 results)

All 2010 2009

All Journal Article (5 results) (of which Peer Reviewed: 5 results) Presentation (6 results)

  • [Journal Article] 仮想義手制御システムを利用した把持動作の評価2010

    • Author(s)
      福田修, 卜楠, 上野直広
    • Journal Title

      計測自動制御学会論文集 46巻

      Pages: 578-585

    • NAID

      10026688108

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Training of grasping motion using a virtual prosthetic control system2010

    • Author(s)
      O.FUKUDA, N.BU, N.UENO
    • Journal Title

      Proceedings of IEEE International Conference on Systems, Man and Cybernetics

      Pages: 1793-1798

    • Related Report
      2010 Annual Research Report 2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] 仮想義手制御システムを利用した把持動作の評価2010

    • Author(s)
      福田修、卜楠、上野直広
    • Journal Title

      計測自動制御学会論文集

      Volume: 46 Pages: 578-585

    • NAID

      10026688108

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of grasping motion using a virtual prosthetic control system2009

    • Author(s)
      O.FUKUDA, N.BU, N.UENO
    • Journal Title

      Proceedings of the 7th IASTED International Conference on Biomedical Engineering

      Pages: 263-268

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Analysis of grasping motion using a virtual prosthetic control system2009

    • Author(s)
      O.FUKUDA, N.BU, N.UENO
    • Journal Title

      Proceedings of the 7^<th> IASTED International Conference on Biomedical Engineering 1

      Pages: 263-268

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Presentation] Analysis of grasping motion using a virtual prosthetic control system2010

    • Author(s)
      O.FUKUDA
    • Organizer
      IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      Istanbul, Turkey.
    • Year and Date
      2010-10-12
    • Related Report
      2010 Final Research Report
  • [Presentation] Training of grasping motion using a virtual prosthetic control system2010

    • Author(s)
      O.FUKUDA, N.BU, N.UENO
    • Organizer
      IEEE International Conference on Systems, Man and Cybernetics
    • Place of Presentation
      Istanbul, Turkey
    • Year and Date
      2010-10-12
    • Related Report
      2010 Annual Research Report
  • [Presentation] Training of grasping motion using a virtual prosthetic control system2010

    • Author(s)
      O.FUKUDA
    • Organizer
      The 7th IASTED International Conference on Biomedical Engineering
    • Place of Presentation
      Innsbruck, Austria.
    • Year and Date
      2010-02-19
    • Related Report
      2010 Final Research Report
  • [Presentation] Analysis of grasping motion using a virtual prosthetic control system2010

    • Author(s)
      O.FUKUDA, N.BU, N.UENO
    • Organizer
      The 7^<th> IASTED International Conference on Biomedical Engineering
    • Place of Presentation
      Innsbruck, Austria
    • Year and Date
      2010-02-19
    • Related Report
      2009 Annual Research Report
  • [Presentation] 筋電義肢の制御則の違いが把握動作に与える影響の解析2009

    • Author(s)
      福田修
    • Organizer
      第30回バイオメカニズム学術講演会
    • Place of Presentation
      北海道
    • Year and Date
      2009-11-15
    • Related Report
      2010 Final Research Report
  • [Presentation] 筋電義肢の制御則の違いが把握動作に与える影響の解析2009

    • Author(s)
      福田修,卜楠,上野直広
    • Organizer
      第30回バイオメカニズム学術講演会
    • Place of Presentation
      北海道大学
    • Year and Date
      2009-11-15
    • Related Report
      2009 Annual Research Report

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Published: 2009-04-01   Modified: 2016-04-21  

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