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2018 Fiscal Year Annual Research Report

Acquisition of Body Schema, Tool Usages and Behavioral manner through Human Observation and Interactive Practice on Various Humanoid Series

Research Project

Project/Area Number 26220003
Research InstitutionThe University of Tokyo

Principal Investigator

稲葉 雅幸  東京大学, 大学院情報理工学系研究科, 教授 (50184726)

Co-Investigator(Kenkyū-buntansha) 岡田 慧  東京大学, 大学院情報理工学系研究科, 教授 (70359652)
垣内 洋平  東京大学, 大学院情報理工学系研究科, 特任准教授 (70501328)
浅野 悠紀  東京大学, 大学院情報理工学系研究科, 助教 (40783080)
Project Period (FY) 2014-05-30 – 2019-03-31
Keywordsロボティクス / ヒューマノイド / 知能ロボット / 身体像獲得 / 行動獲得 / 道具操作獲得 / 行動様式獲得 / 視覚認識
Outline of Annual Research Achievements

本年度は,一人称視点に加えた力情報空間の獲得研究機構を展開し,ヒューマノイド系列のそれぞれにおける身体・道具環境・行動様式を対象に,一人称・二人称・三人称の行為観察と評価自体の獲得を伴う対人反復を含む獲得機構を備えた研究全体の関係を見渡し,統一的な基盤機構を構築し,以下の検証評価項目を掲げて,全体研究の総括を行った.
1.身体・道具環境・行動様式の各モデルを人が与える従来型システム構成を備えた各ヒューマノイド系列,人とロボットとの関係,ロボットと環境との関係,ロボットとロボットとの関係などの観点から行為観察と対人反復の獲得がどのようになされるかの整理を行った.2.身体像・身体操作モデル獲得,物体・道具・環境モデル獲得,操作行動・行動様式獲得の各獲得において,獲得の内容と方式に関する全体を整理し,統一的な獲得方式として一般化可能な機構についての体系を明らかにすることを行った.3.自己の身体像を獲得可能なヒューマノイドが,道具を扱う行動の獲得,環境の状況と人に対するふるまい方を獲得する総合的な獲得知能を備えたヒューマノイドをとりあげ,身体・道具環境・行動様式が変わっても適切に順応対応してゆくようにする仕組みの構成と評価を行った.4.既存のシステムを備えたヒューマノイド系列により可能となっていた多様な行動が新しい獲得型システムにおいてどのように統一的に可能となるか,既存のシステムではできなかったどのような行動がどのような環境でどのようになされるのかを示すことを行った.5.身体・道具環境・行動様式の獲得の機構がどのような統一性をもち,そのために何が必要となり,どのように獲得が可能となったを明らかとし,本研究ができたことにより次に可能となる新たな研究の方向性と分野がどのようになるか,その上での課題と解決の見通しに対する考察をまとめ本研究全体の総括を行った.

Research Progress Status

平成30年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

平成30年度が最終年度であるため、記入しない。

Research Products

(24 results)

All 2018 2014 Other

All Int'l Joint Research Journal Article Presentation Remarks Patent(Industrial Property Rights)

  • [Int'l Joint Research] University of British Columbia/CRAIS Lab(カナダ)

    • Country Name
      カナダ
    • Counterpart Institution
      University of British Columbia/CRAIS Lab
  • [Journal Article] Online Learning of Joint-Muscle Mapping Using Vision in Tendon-Driven Musculoskeletal Humanoids2018

    • Author(s)
      Kawaharazuka Kento、Makino Shogo、Kawamura Masaya、Asano Yuki、Okada Kei、Inaba Masayuki
    • Journal Title

      IEEE Robotics and Automation Letters

      Volume: 3 Pages: 772~779

    • DOI

      DOI:10.1109/LRA.2018.2789849

    • Peer Reviewed
  • [Journal Article] Speed governing behavior on parallel two-wheeled electric scooter by life-sized humanoid robot based on learning control with online tuning for PID gain during control2018

    • Author(s)
      KIMURA Kohei、MIZOHANA Hiroto、NOZAWA Shunichi、OKADA Kei、INABA Masayuki
    • Journal Title

      Transactions of the JSME (in Japanese)

      Volume: 84 Pages: 18~32

    • DOI

      DOI:10.1299/transjsme.18-00032

    • Peer Reviewed
  • [Journal Article] Learning to Segment Generic Handheld Objects Using Class-Agnostic Deep Comparison and Segmentation Network2018

    • Author(s)
      Chaudhary Krishneel、Wada Kentaro、Chen Xiangyu、Kimura Kohei、Okada Kei、Inaba Masayuki
    • Journal Title

      IEEE Robotics and Automation Letters

      Volume: 3 Pages: 3844~3851

    • DOI

      DOI:10.1109/LRA.2018.2856917

    • Peer Reviewed
  • [Journal Article] Development of Life-Sized Humanoid Robot Platform (RHP2) with Tough Contact Point for Continuing to Perform After Falls2018

    • Author(s)
      Kakiuchi Yohei、Kamon Masayuki、Shimomura Nobuyasu、Yukizaki Sou、Nozawa Shunichi、Okada Kei、Inaba Masayuki
    • Journal Title

      Journal of the Robotics Society of Japan

      Volume: 36 Pages: 703~712

    • DOI

      DOI:10.7210/jrsj.36.703

    • Peer Reviewed
  • [Journal Article] High Speed Whole Body Dynamic Motion Experiment with Real Time Master-Slave Humanoid Robot System2018

    • Author(s)
      Ishiguro Yasuhiro、Kojima Kunio、Sugai Fumihito、Nozawa Shunichi、Kakiuchi Yohei、Okada Kei、Inaba Masayuki
    • Journal Title

      Proceedings of The 2018 IEEE International Conference on Robotics and Automation

      Volume: 1 Pages: 5835-5841

    • DOI

      DOI:10.1109/ICRA.2018.8461207

    • Peer Reviewed
  • [Journal Article] Predicting Part Affordances of Objects Using Two-Stream Fully Convolutional Network with Multimodal Inputs2018

    • Author(s)
      Chaudhary Krishneel、Okada Kei、Inaba Masayuki、Chen Xiangyu
    • Journal Title

      Proceedings of The 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems

      Volume: 1 Pages: 3096-3101

    • DOI

      DOI:10.1109/IROS.2018.8593617

    • Peer Reviewed
  • [Journal Article] Online Self-body Image Acquisition Considering Changes in Muscle Routes Caused by Softness of Body Tissue for Tendon-driven Musculoskeletal Humanoids2018

    • Author(s)
      Kawaharazuka Kento、Makino Shogo、Kawamura Masaya、Fujii Ayaka、Asano Yuki、Okada Kei、Inaba Masayuki
    • Journal Title

      Proceedings of The 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems

      Volume: 1 Pages: 1711-1717

    • DOI

      DOI:10.1109/IROS.2018.8593428

    • Peer Reviewed
  • [Journal Article] Riding and Speed Governing for Parallel Two-Wheeled Scooter Based on Sequential Online Learning Control by Humanoid Robot2018

    • Author(s)
      Kimura Kohei、Nozawa Shunichi、Mizohana Hiroto、Okada Kei、Inaba Masayuki
    • Journal Title

      Proceedings of The 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems

      Volume: 1 Pages: 7997-8004

    • DOI

      DOI:10.1109/IROS.2018.8593685

    • Peer Reviewed
  • [Journal Article] Robust and Stretched-Knee Biped Walking Using Joint-Space Motion Control2018

    • Author(s)
      Nguyen Kim-Ngoc-Khanh、Noda Shintaro、Kojio Yuta、Sugai Fumihito、Nozawa Shunichi、Kakiuchi Yohei、Okada Kei、Inaba Masayuki
    • Journal Title

      Proceedings of The 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems

      Volume: 1 Pages: 1247-1257

    • DOI

      DOI:10.1109/IROS.2018.8594440

    • Peer Reviewed
  • [Journal Article] Design and Evaluation of Torque Based Bipedal Walking Control System That Prevent Fall Over by Impulsive Disturbance2018

    • Author(s)
      Shirai Takuma、Nagamatsu Yuya、Suzuki Hiroto、Nozawa Shunichi、Okada Kei、Inaba Masayuki
    • Journal Title

      Proceedings of The 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems

      Volume: 1 Pages: 739-746

    • DOI

      DOI:10.1109/IROS.2018.8594334

    • Peer Reviewed
  • [Journal Article] Walking on a Steep Slope Using a Rope by a Life-Size Humanoid Robot2018

    • Author(s)
      Bando Masahiro、Murooka Masaki、Nozawa Shunichi、Okada Kei、Inaba Masayuki
    • Journal Title

      Proceedings of The 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems

      Volume: 1 Pages: 705-712

    • DOI

      DOI:10.1109/IROS.2018.8594292

    • Peer Reviewed
  • [Journal Article] Agreeing to Interact: Understanding Interaction as Human-Robot Goal Conflict2018

    • Author(s)
      Sasabuchi Kazuhiro、Ikeuchi Katsushi、Inaba Masayuki
    • Journal Title

      Companion of the 2018 ACM/IEEE International Conference on Human-Robot Interaction

      Volume: 1 Pages: 21-28

    • DOI

      DOI:10.1145/3173386.3173390

    • Peer Reviewed
  • [Journal Article] A Method of Joint Angle Estimation Using Only Relative Changes in Muscle Lengths for Tendon-Driven Humanoids with Complex Musculoskeletal Structures2018

    • Author(s)
      Kawaharazuka Kento、Makino Shogo、Kawamura Masaya、Asano Yuki、Okada Kei、Inaba Masayuki
    • Journal Title

      Proceedings of the 2018 IEEE-RAS International Conference on Humanoid Robots

      Volume: 1 Pages: 1128-1135

    • DOI

      DOI:10.1109/HUMANOIDS.2018.8625002

    • Peer Reviewed
  • [Journal Article] Semi-Passive Walk and Active Walk by One Bipedal Robot2018

    • Author(s)
      Noda Shintaro、Sugai Fumihito、Kojima Kunio、Nguyen Kim-Ngoc-Khanh、Kakiuchi Yohei、Okada Kei、Inaba Masayuki
    • Journal Title

      Proceedings of the 2018 IEEE-RAS International Conference on Humanoid Robots

      Volume: 1 Pages: 1025-1031

    • DOI

      DOI:10.1109/HUMANOIDS.2018.8624983

    • Peer Reviewed
  • [Journal Article] Goal-Oriented Simulation-Based Motion Interpolator for Complex Contact Transition: Experiments on Knee-Contact Behavior2018

    • Author(s)
      Noda Shintaro、Kakiuchi Yohei、Takeda Hiroki、Okada Kei、Inaba Masayuki
    • Journal Title

      Proceedings of the 2018 IEEE-RAS International Conference on Humanoid Robots

      Volume: 1 Pages: 761-767

    • DOI

      DOI:10.1109/HUMANOIDS.2018.8625028

    • Peer Reviewed
  • [Journal Article] Does an Introduction of a Person in a Group by a Robot Have a Positive Effect on People's Communication?2018

    • Author(s)
      Kochigami Kanae、Okada Kei、Inaba Masayuki
    • Journal Title

      Proceeding of the 2018 IEEE International Symposium on Robot and Human Interactive Communication

      Volume: 1 Pages: 468-471

    • DOI

      DOI:10.1109/ROMAN.2018.8525686

    • Peer Reviewed
  • [Journal Article] Transparent Integration of Humanoid Robot System for Performing Various Tasks2018

    • Author(s)
      Kakiuchi Yohei、Okada Kei、Inaba Masayuki
    • Journal Title

      International Conference on Control, Automation, Robotics and Vision

      Volume: 15 Pages: 319-324

    • DOI

      DOI:10.1109/ICARCV.2018.8581316

    • Peer Reviewed
  • [Presentation] Robotics Studies from Humanoid Series2018

    • Author(s)
      Masayuki INABA
    • Organizer
      The Munich School of Robotics and Machine Intelligence at the Technical University of Munich
    • Invited
  • [Presentation] Humanoid Activities and Evaluations for Actuator, Controller and Systems2018

    • Author(s)
      Yohei Kakiuchi
    • Organizer
      ICRA 2018 Workshop: Which Torque Controlled Actuator Do I need? - On Criteria, Metrics and Experiments for Design, Selection and Comparison
    • Int'l Joint Research / Invited
  • [Presentation] Humanoid Robot Design with Robustness for Falling Down2018

    • Author(s)
      Yohei Kakiuchi
    • Organizer
      IROS2018 workshop on Humanoid Robot Falling
    • Int'l Joint Research / Invited
  • [Remarks] ヒューマノイド系列による行為観察と対人反復に基づく身体・道具環境・行動様式の獲得

    • URL

      http://www.jsk.t.u-tokyo.ac.jp/research/projects/kibans2014-j.html

  • [Remarks] Grant-in-Aid for Scientific Research (S)

    • URL

      http://www.jsk.t.u-tokyo.ac.jp/research/projects/kibans2014.html

  • [Patent(Industrial Property Rights)] 移動ロボット2014

    • Inventor(s)
      金澤雅夫,稲葉雅幸,岡田慧,垣内洋平,野沢俊一
    • Industrial Property Rights Holder
      金澤雅夫,稲葉雅幸,岡田慧,垣内洋平,野沢俊一
    • Industrial Property Rights Type
      特許
    • Industrial Property Number
      6410174

URL: 

Published: 2019-12-27  

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