DocumentCode
1920990
Title
Decision-making of BDI agents, a fuzzy approach
Author
Shen, S. ; O´Hare, G.M.P. ; Collier, R.
Author_Institution
Univ. Coll. Dublin, Ireland
fYear
2004
fDate
14-16 Sept. 2004
Firstpage
1022
Lastpage
1027
Abstract
This paper introduces and proposes agent fuzzy decision-making (AFDM), as an extension to the classical belief-desire-intention (BDI) model. AFDM addresses the limitations of present formalisms within BDI models by making decisions based on quantified fuzzy judgment. The AFDM matrix model enables quantitative calculation and thus, provides a more practical solution to BDI models. In addition, more flexible and controllable solutions to BDI persistence can be expected with the introduction of AFDM.
Keywords
belief maintenance; decision making; fuzzy set theory; matrix algebra; multi-agent systems; AFDM matrix model; BDI agents; BDI models; BDI persistence; agent fuzzy decision-making; classical belief-desire-intention model; fuzzy approach; quantified fuzzy judgment; Cognition; Decision making; Decision theory; Educational institutions; Frequency; Fuzzy logic; Humans; Multiagent systems; Uncertainty; Usability;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer and Information Technology, 2004. CIT '04. The Fourth International Conference on
Print_ISBN
0-7695-2216-5
Type
conf
DOI
10.1109/CIT.2004.1357330
Filename
1357330
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