DocumentCode
2446923
Title
Synthesizing bots emotional behaviors through fuzzy cognitive processes
Author
Acampora, Giovanni ; Ferraguto, Fabio ; Loia, Vincenzo
Author_Institution
Dept. of Math. & Comput. Sci., Univ. of Salerno, Fisciano, Italy
fYear
2010
fDate
18-21 Aug. 2010
Firstpage
329
Lastpage
336
Abstract
Video games are one of the most significative applications of the artificial intelligence. Ranging from simple games such as Space Invaders to modern complex first person shooters (FPSs), artificial and computational intelligence techniques have been widely exploited to design and develop virtual characters behaviors in order to provide them with a high degree of human-likeness. Our work tries to improve current bots´ human-likeness by introducing an abstract collection of artificial components capable of synthetizing cognitive processes that usually allow intelligent natural entities to take autonomous decisions by dynamically analyzing environmental stimuli, emotions, personality and physical conditions. In particular, our proposal exploits some theories from psychological research area and introduces a novel kinds of fuzzy controllers, named Timed Automata based Fuzzy Controllers, in order to provide Non Player Characters with a more realistic and efficient behaviors.
Keywords
artificial intelligence; cognitive systems; computer games; decision making; emotion recognition; fuzzy control; human factors; psychology; virtual reality; artificial intelligence; autonomous decision; bots emotional behavior; computational intelligence technique; first person shooter; fuzzy cognitive process; nonplayer character; space invader; synthetizing cognitive process; timed automata based fuzzy controller; video game; virtual character; Automata; Computational intelligence; Computational modeling; Control systems; Games; Object oriented modeling; Oceans;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Games (CIG), 2010 IEEE Symposium on
Conference_Location
Dublin
Print_ISBN
978-1-4244-6295-7
Electronic_ISBN
978-1-4244-6296-4
Type
conf
DOI
10.1109/ITW.2010.5593338
Filename
5593338
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