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Learning and Dynamic Control of Robot

Research Project

Project/Area Number 10650426
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Control engineering
Research InstitutionThe University of Tokyo

Principal Investigator

OKABE Yoichi  The University of Tokyo, RCAST, Professor, 先端科学技術研究センター, 教授 (50011169)

Co-Investigator(Kenkyū-buntansha) KITAGAWA Manabu  The University of Tokyo, RCAST, Research Associate, 先端科学技術研究センター, 助手 (30110711)
Project Period (FY) 1998 – 1999
Project Status Completed (Fiscal Year 1999)
Budget Amount *help
¥4,000,000 (Direct Cost: ¥4,000,000)
Fiscal Year 1999: ¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 1998: ¥2,900,000 (Direct Cost: ¥2,900,000)
KeywordsLEARNING / CONTROL / ROBOT / OSCILLATION / NEURAL NETWORKS / 周期運動 / ヘビロボット / 歩行ロボット / モデレーティズム / リカレント
Research Abstract

The real motion of creature is dynamic and hard to analyze. The purpose of this research is to make a robot acquire the motion by learning.
We made several robots, and they acquire giant swing motion of horizontal bar, hopping motion by one leg, two-foot walking motion, and serpentine motion with four joints.
(1). Giant Swing Robot
Giant swing robot is a double-pendulum hanged on a horizontal bar. In this robot, there is a DC-motor at a joint between the pendulums, and are angle sensors at every joint. We tried to find the way to control the giant swing motion by changing the torque of DC-motor. We succeeded to execute the sequential giant swing motion, by using the control based on simple rule base.
(2). Hopping Robot
Hopping robot has a leg that swings back and forth. The power, which swings the lag, is given by DC-motor. We tried to find the way to control the hopping motion by changing the torque of DC-motor, in the similar way of 1. We succeeded to execute the sequential hopping motion.
(3). Two-foot Robot
Two-foot walking is a typical motion of human beings. We made a two-foot robot with four servomotors and tried to control the walking motion with neural oscillator networks. As a result, we succeeded to execute stabilized walking motion.
(4). Four-joint Robot
To the next step, we made four-joint robot with four servomotors at every joint. We tried to let the robot get efficient serpentine motion by learning, using control system with neural oscillator networks. We succeeded to execute efficient serpentine motion by learning.
For future works, we are thinking to make the hopping robot to achieve the hopping motion by learning.
Moreover, as development of those researches, we are thinking to control hopping motion and two-feet walking motion by using neural network.

Report

(3 results)
  • 1999 Annual Research Report   Final Research Report Summary
  • 1998 Annual Research Report
  • Research Products

    (13 results)

All Other

All Publications (13 results)

  • [Publications] 澤田誠、掛谷秀紀、五月女悦久、岡部洋一: "鉄棒ロボットにおける大車輪の学習と運動制御"電子情報通信学会1998年総合大会論文集. D-2-11 (1998)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 澤田誠、岡部洋一: "ニューラルネットワークによるリズム運動の生成"電子情報通信学会1999年情報. D-2-4 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 澤田誠、岡部洋一: "学習機機構を有する自律分散型神経回路による多関節ロボットリズムの運動生成"自律分散システムシンポジウム講演論文集. 00SY0001 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 軽部勲、岡部洋一: "1本脚ホッピングロボットの制御"第23回日本神経科学学会 第10回日本神経回路学会合同大会. 674 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] M. Sawada, H. Kakeya, Y. Soutome and Y. Okabe: ""Learning and Dynamic control of horizontal bar motion""1998 IEICE General Conference. D-2-11(in Japanese). 17 (1998)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] M. Sawada and Y. Okabe: ""Generation of rhythmic motions by neural networks""Proceedings of the 1999 Information and Systems Society Conference of IEICE. D-2-4(in Japanese). 8 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] M. Sawada and Y. Okabe: ""Generation of rhythmic motions of multi-joint robots with autonomic distributed neural networks which have learning systems""12th SICE Symposium on Decentralized Autonomous systems. (in Japanese).

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] I. Karube and Y. Okabe: ""Dynamic control of a hopping robot""2000 Annual Conference of Japanese Neural Network Society. (in Japanese). -674-318 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1999 Final Research Report Summary
  • [Publications] 待山和茂: "モデレーティズムによるニューラルネットワークの学習則"電子情報通信学会総合大会講演論文集. D-2-11. 18 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 澤田誠: "ニューラルネットワークによるリズム運動の生成"電子情報通信学会1999年情報・システムソサイエティ大会講演論文集. D-2-4. 8 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 待山和茂: "モデレーティズムによるニューラルネットワークの学習則"日本神経回路学会第9回全国大会講演論文集. P1-10(16). 34-35 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 澤田誠: "学習機構を有する自律分散型神経回路による多関節ロボットのリズム運動生成"自律分散システム・シンポジウム講演論文集. OOSY0001. 471-474 (2000)

    • Related Report
      1999 Annual Research Report
  • [Publications] 待山和茂: "モデレーティズムによるニューラルネットワークの学習則" 電子情報通信学会総合大会. 18 (1999)

    • Related Report
      1998 Annual Research Report

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Published: 1998-04-01   Modified: 2016-04-21  

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