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Evolution of Driving Styles of Driving Agent for Automated Control of Scale Car

Research Project

Project/Area Number 20500218
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Sensitivity informatics/Soft computing
Research InstitutionDoshisha University

Principal Investigator

TANEV Ivan  Doshisha University, 理工学部, 准教授 (30388045)

Co-Investigator(Kenkyū-buntansha) SHIMOHARA Katsunori  同志社大学, 理工学部, 教授 (10395105)
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2010: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2009: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2008: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsドライビング・エージェント / 進化的アルゴリズム / 遺伝的アルゴリズム / ドライビング・スタイル / 拡張現実 / 予測追跡 / コンピュータ制御 / 動きの視差 / 衝突回避 / 実時間の位置特定と空間マッピング
Research Abstract

In this project we developed an evolutionary approach to evolve the driving style of driving agent. The agent automatically controls a scale car. Also, we developed an nature-inspired approach for real-time localization and mapping of obstacle. Finally, we developed an augmented reality framework in order to simulate the obstacle and solve the problems of dealing with real obstacles. These problems are physical damage to the car and obstacle, slow repositioning, and mechanical wear of the components of moving real obstacle.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (23 results)

All 2010 2009 2008 Other

All Journal Article (6 results) (of which Peer Reviewed: 6 results) Presentation (10 results) Remarks (7 results)

  • [Journal Article] XML-based Genetic Programming Framework: Design Philosophy, Implementation, and Applications2010

    • Author(s)
      Ivan Tanev, Katsunori Shimohara
    • Journal Title

      Artificial Life and Robotics Vol.15,No.4

      Pages: 376-380

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] XML-based Genetic Programming Framework : Design Philosophy, Implementation, and Applications2010

    • Author(s)
      Ivan Tanev, Katsunori Shimohara
    • Journal Title

      Artificial Life and Robotics

      Volume: Vol.15, No.4 Pages: 376-380

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evolution of General Driving Rules of a Driving Agent2008

    • Author(s)
      Tanev I., Yamazaki H., Hiroyasu T., Shimohara K.
    • Journal Title

      Proceedings of the 10th Int.Conf.on the Simulation of Adaptive Behavior (SAB'08) LNAI5040

      Pages: 488-498

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] On the Generality of the Evolved Driving Rules of an Agent Operating a Model of a Car2008

    • Author(s)
      Tanev I., Shimohara K.
    • Journal Title

      Proceedings of IEEE Congress on Evolutionary Computation (CEC2008) 52

      Pages: 263-283

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] On the Generality of the Evolved Driving Rules of an Agent Operating a Model of a Car2008

    • Author(s)
      Tanev, I, Shimohara, K.
    • Journal Title

      Proceedings of IEEE Congress on Evolutionary Computation (CEC2008) 52

      Pages: 263-283

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Evolution of General Driving Rules of a Driving Agent2008

    • Author(s)
      Tanev, I., Yamazaki, H., Hiroyasu, T., Shimohara, K.
    • Journal Title

      Proceedings of the 10^<th> Int. Conf. on the Simulation of Adaptive Behavior (SAB'08) LNAI5040

      Pages: 488-498

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] Augmented Reality Framework for Evolution of Driving Agent Remotely Operating a Scale Model of a Car2010

    • Author(s)
      Ivan Tanev, Katsunori Shimohara
    • Organizer
      International Conference on Humanized Systems(ICHS-2010)
    • Place of Presentation
      Kyoto, Japan.
    • Related Report
      2010 Final Research Report
  • [Presentation] Augmented Reality Framework for Evolution of Driving Agent Remotely Operating a Scale Model of a Car2010

    • Author(s)
      Ivan Tanev, Katsunori Shimohara
    • Organizer
      International Conference on Humanized Systems (ICHS-2010)
    • Place of Presentation
      Kyoto, Japan
    • Related Report
      2010 Annual Research Report
  • [Presentation] An Automatic Design of the Driving Agent with the Functionality of Collision Avoidance with Another Car2009

    • Author(s)
      Iio T., Tanev I, Shimohara K, Miki M.
    • Organizer
      8th International Workshop on Social Intelligence Design (SID 2009)
    • Place of Presentation
      Kyoto, Japan
    • Year and Date
      2009-11-09
    • Related Report
      2010 Final Research Report
  • [Presentation] An Automatic Design of the Driving Agent with the Functionality of Collision Avoidance with Another Car2009

    • Author(s)
      Iio, T., Tanev, I, Shimohara, K, Miki, M.
    • Organizer
      8th International Workshop on Social Intelligence Design(SID 2009)
    • Place of Presentation
      Kansai Seminar House, Kyoto, Japan
    • Year and Date
      2009-11-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] Nature Inspired Design of Autonomous Driving Agent-Realtime Localization, Mapping and Avoidance of Obstacle Based on Motion Parallax2009

    • Author(s)
      Tanev I., Shimohara K.
    • Organizer
      13 International Conference on Knowledge-Based Intelligent Information & Engineering Systems 2009 (KES 2009)
    • Place of Presentation
      Santiago, Chile.
    • Year and Date
      2009-09-30
    • Related Report
      2010 Final Research Report
  • [Presentation] Nature Inspired Design of Autonomous Driving Agent-Realtime Localization, Mapping and Avoidance of Obstacle Based on Motion Parallax2009

    • Author(s)
      Tanev, I., Shimohara, K.
    • Organizer
      13 International Conference on Knowledge-Based Intelligent Information & Engineering Systems 2009(KES 2009)
    • Place of Presentation
      University of Chile, Santiago, Chile
    • Year and Date
      2009-09-30
    • Related Report
      2009 Annual Research Report
  • [Presentation] 自律型ドライビングエージェントの自動設計-オンボードカメラを用いた障害物回避-2009

    • Author(s)
      杉田浩希,西端健二,Ivan Tanev,下原勝憲
    • Organizer
      計測自動制御学会 第36回知能システムシンポジウム
    • Place of Presentation
      京都市
    • Year and Date
      2009-03-18
    • Related Report
      2010 Final Research Report
  • [Presentation] 自律型ドライビングエージェントの自動設計-オンボードカメラを用いた障害物回避-2009

    • Author(s)
      杉田浩希, 西端健二, Ivan Tanev, 下原勝憲
    • Organizer
      計測自動制御学会第36回知能システムシンポジウム
    • Place of Presentation
      キャンパスプラザ京都
    • Year and Date
      2009-03-18
    • Related Report
      2008 Annual Research Report
  • [Presentation] Design of Collision Avoidance Algorithm for The Driving Agent2009

    • Author(s)
      Iio T., Tanev I, Shimohara K, Miki M.
    • Organizer
      International Conference on Humanized Systems 2009
    • Place of Presentation
      Seoul, Korea.
    • Related Report
      2010 Final Research Report
  • [Presentation] Design of Collision Avoidance Algorithm for The Driving Agent2009

    • Author(s)
      Iio, T., Tanev, I, Shimohara, K, Miki, M.
    • Organizer
      International Conference on Humanized Systems 2009
    • Place of Presentation
      Yonsei University, Seoul, Korea
    • Related Report
      2009 Annual Research Report
  • [Remarks] YouTube Videos:

    • Related Report
      2010 Final Research Report
  • [Remarks] PC-controlled scale car: obstacle avoidance in augmented reality

    • URL

      http://www.youtube.com/watch?v=8W-mV6C8LuQ

    • Related Report
      2010 Final Research Report
  • [Remarks] Realtime Obstacle Detection and Avoidance by PC-controlled Scale Car

    • URL

      http://www.youtube.com/watch?v=y1wB1_uLRxo

    • Related Report
      2010 Final Research Report
  • [Remarks] YouTube Videos :

    • Related Report
      2010 Annual Research Report
  • [Remarks] 1)PC-controlled scale car : obstacle avoidance in augmented reality

    • URL

      http://www.youtube.com/watch?v=8W-mV6C8LuQ

    • Related Report
      2010 Annual Research Report
  • [Remarks] 2)Realtime Obstacle Detection and Avoidance by PC-controlled Scale Car

    • URL

      http://www.youtube.com/watch?v=y1wB1_uLRxo

    • Related Report
      2010 Annual Research Report
  • [Remarks]

    • URL

      http://www.youtube.com/watch?v=y1wB1_uLRxo

    • Related Report
      2008 Annual Research Report

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Published: 2008-04-01   Modified: 2016-04-21  

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