• DocumentCode
    2647597
  • Title

    A standard comparison of adaptive controllers to solve the cart pole problem

  • Author

    Randall, Marcus ; Thorne, Colin ; Wild, Clyde

  • Author_Institution
    Fac. of Bus. & Hotel Manage., Griffith Univ., Brisbane, Qld., Australia
  • fYear
    1994
  • fDate
    29 Nov-2 Dec 1994
  • Firstpage
    61
  • Lastpage
    65
  • Abstract
    The cart-pole problem is an example of an inherently unstable dynamical system and has been widely used to test adaptive controllers. While various researchers have applied a range of adaptive controllers to solve the problem, there has been little work done on comparing the results of these methods. To compound this, researchers have used differing configurations of the cart-pole system. This work compares three common techniques used to solve the cart-pole problem. The cart-pole controllers are assessed on the basis of balancing time and centring/oscillation ability for a standardised configuration. Comparative results are given
  • Keywords
    adaptive control; multivariable control systems; nonlinear control systems; nonlinear dynamical systems; oscillations; stability; BOXES scheme; adaptive controllers; adaptive heuristic critic; balancing time; cart-pole problem; centring ability; controller assessment; genetic algorithms; inherently unstable dynamical system; oscillation ability; standardised configuration; Adaptive control; Control systems; Genetic algorithms; Gold; Neurons; Postal services; Programmable control; Robots; System testing; Unsupervised learning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Information Systems,1994. Proceedings of the 1994 Second Australian and New Zealand Conference on
  • Conference_Location
    Brisbane, Qld.
  • Print_ISBN
    0-7803-2404-8
  • Type

    conf

  • DOI
    10.1109/ANZIIS.1994.396949
  • Filename
    396949