• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to project page

2010 Fiscal Year Final Research Report

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

Research Project

  • PDF
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
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
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.

  • Research Products

    (11 results)

All 2010 2009 2008 Other

All Journal Article (3 results) (of which Peer Reviewed: 3 results) Presentation (5 results) Remarks (3 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

    • 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

    • 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

    • 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.
    • Year and Date
      20100917-20100919
  • [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.
    • Year and Date
      20091031-20091101
  • [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
  • [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
  • [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
  • [Remarks] YouTube Videos:

  • [Remarks] PC-controlled scale car: obstacle avoidance in augmented reality

    • URL

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

  • [Remarks] Realtime Obstacle Detection and Avoidance by PC-controlled Scale Car

    • URL

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

URL: 

Published: 2012-01-26   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi