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
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