• DocumentCode
    2428363
  • Title

    An architecture for intelligent control based on epistemic utility theory

  • Author

    Frost, Richard L. ; Stirling, Wynn C.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Brigham Young Univ., Provo, UT, USA
  • Volume
    3
  • fYear
    1994
  • fDate
    29 June-1 July 1994
  • Firstpage
    2580
  • Abstract
    Epistemic utility theory is used to define an architectural model of intelligent control. The model provides each agent with an epistemic system, to account for its state of knowledge, its goals and values, its beliefs, its willingness to risk error, and the existence of incomplete or contradictory evidence. Agents make decisions on a local, rather than a global basis, thus preserving functionality without requiring optimality. Multiple agents may share joint epistemic systems, making possible the formulation of cooperative, contradictory, or mixed decision and control strategies.
  • Keywords
    belief maintenance; cooperative systems; decision theory; intelligent control; probability; architectural model; belief probability; cooperative control; decision making; epistemic systems; epistemic utility theory; intelligent control; multiple agents; Boolean algebra; Computer architecture; Control systems; Costs; Decision making; Error correction; Intelligent agent; Intelligent control; Strontium; Utility theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 1994
  • Print_ISBN
    0-7803-1783-1
  • Type

    conf

  • DOI
    10.1109/ACC.1994.735025
  • Filename
    735025