• DocumentCode
    1619180
  • Title

    Elevator group control algorithm based on residual gradient and Q-learning

  • Author

    Zong, Ziliang ; Wang, Xugang ; Tang, Zheng ; Zeng, Guangzhou

  • Author_Institution
    Fac. of Comput. Sci., Shandong Univ., Jinan, China
  • Volume
    1
  • fYear
    2004
  • Firstpage
    329
  • Abstract
    This paper describes the application of a novel reinforcement learning to the difficult real world problem of elevator dispatching. We propose a new algorithm combing Q-learning and residual gradient to solve this problem and obtain the results which are better than other traditional elevator control algorithms.
  • Keywords
    dispatching; gradient methods; learning (artificial intelligence); lifts; Q-learning; elevator dispatching; elevator group control algorithm; reinforcement learning; residual gradient;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE 2004 Annual Conference
  • Conference_Location
    Sapporo
  • Print_ISBN
    4-907764-22-7
  • Type

    conf

  • Filename
    1491420
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1619180