• DocumentCode
    1627919
  • Title

    Use of learning automata for option learning

  • Author

    Sato, Koichi ; Umaba, Syogo ; Lee, Haeyeon ; Abe, Kenichi

  • Author_Institution
    Dept. of Electr. & Commun. Eng., Tohoku Univ., Japan
  • Volume
    3
  • fYear
    2004
  • Firstpage
    1957
  • Abstract
    We use learning automata as a mechanism which reconstructs option. In order to decide more adaptable option switching point (OSP), we propose a mechanism which generates the candidates for OSP, and reconstructs them. This method is applied to mountain-car problem.
  • Keywords
    Markov processes; automata theory; decision making; learning (artificial intelligence); learning automata; mountain-car problem; option learning; option switching point; reinforcement learning; semi Markov decision process;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE 2004 Annual Conference
  • Conference_Location
    Sapporo
  • Print_ISBN
    4-907764-22-7
  • Type

    conf

  • Filename
    1491763
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1627919