• DocumentCode
    802693
  • Title

    Learning control systems--Review and outlook

  • Author

    Fu, King-Sun

  • Author_Institution
    Purdue University, Lafayette, IN, USA
  • Volume
    15
  • Issue
    2
  • fYear
    1970
  • fDate
    4/1/1970 12:00:00 AM
  • Firstpage
    210
  • Lastpage
    221
  • Abstract
    The basic concept of learning control is introduced. The following five learning schemes are briefly reviewed: 1) trainable controllers using pattern classifiers, 2) reinforcement learning control systems, 3) Bayesian estimation, 4) stochastic approximation, and 5) stochastic automata models. Potential applications and problems for further research in learning control are outlined.
  • Keywords
    Bibliographies; Learning control systems; Automatic control; Bayesian methods; Control system synthesis; Control systems; Design optimization; Learning automata; Optimal control; Probability distribution; Process control; Stochastic systems;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/TAC.1970.1099405
  • Filename
    1099405