• DocumentCode
    2392815
  • Title

    Actions as evidence: multiple epistemic agents acting under uncertainty

  • Author

    Whalen, Thomas ; Berenji, Hamid R.

  • Author_Institution
    Dept. of Decision Sci., Georgia State Univ., Atlanta, GA, USA
  • fYear
    1991
  • fDate
    1-2 Apr 1991
  • Firstpage
    21
  • Lastpage
    30
  • Abstract
    Extends Ruspini´s epistemic logic-based model for evidential reasoning by formalizing the actions of the epistemic agents and interpreting them as further sources of evidence. The actions of any intelligent agent, whether friend, foe, or neutral, provide evidence about the state of the world which is quite different from the kinds of evidence provided by a deterministic or stochastic natural process. The authors propose a new procedure for reasoning under uncertainty which combines the concepts of the theory of evidence, epistemic logic, and utility theory. The new procedure is applied to an example of a two intelligent agent problem where the second agent interprets the action of the first as evidence about probabilities of the possible worlds
  • Keywords
    inference mechanisms; knowledge engineering; probability; artificial intelligence; epistemic logic; evidential reasoning; inference mechanisms; intelligent agent; probabilities; uncertainty; utility theory; Artificial intelligence; Cities and towns; Game theory; Humans; Intelligent agent; Logic; Rain; Stochastic processes; Uncertainty; Utility theory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    AI, Simulation and Planning in High Autonomy Systems, 1991. Integrating Qualitative and Quantitative System Knowledge, Proceedings of the Second Annual Conference on
  • Conference_Location
    Cocoa Beach, FL
  • Print_ISBN
    0-8186-2162-1
  • Type

    conf

  • DOI
    10.1109/AIHAS.1991.138442
  • Filename
    138442