• DocumentCode
    2295967
  • Title

    Intelligent transportation system using Q-learning

  • Author

    Park, Myoung Soo ; Kim, Pyo Jae ; Choi, Jin Young

  • Author_Institution
    Sch. of Electr. Eng. & Comput. Sci., Seoul Nat. Univ., South Korea
  • Volume
    5
  • fYear
    2003
  • fDate
    5-8 Oct. 2003
  • Firstpage
    4684
  • Abstract
    In this paper, we propose new method, which can provide user the path to the target place efficiently. It stores the state of roads to target place as the form of Q-table and finds the proper path using Q-table is updated by the information about real traffic, which is reported by users. This method can provides the proper path, using less storage and less computation time than the conventional method, which stores entire road traffic information and finds the path by graph search algorithm.
  • Keywords
    knowledge based systems; learning (artificial intelligence); road traffic; traffic information systems; Q-learning; Q-table; computation time; graph search algorithm; intelligent transportation system; real traffic; road traffic information; Computer science; Intelligent transportation systems; Road transportation; Telecommunication traffic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2003. IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-7952-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2003.1245723
  • Filename
    1245723