NDLI: A hybrid architecture for strategically complex imperfect information games

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KES'2000. Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies. Proceedings (Cat. No.00TH8516)

1999 Third International Conference on Knowledge-Based Intelligent Information Engineering Systems. Proceedings (Cat. No.99TH8410)

1999 Third International Conference on Knowledge-Based Intelligent Information Engineering Systems. Proceedings (Cat. No.99TH8410)

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A hybrid architecture for strategically complex imperfect information games

Content Provider	IEEE Xplore Digital Library
Author	Bud, A.E. Nicholson, A.E. Zukerman, I. Albrecht, D.W.
Copyright Year	1999
Description	Author affiliation: Sch. of Comput. Sci. & Software Eng., Monash Univ., Clayton, Vic., Australia (Bud, A.E.)
Abstract	We explore the problem of how to perform complex strategic planning in an uncertain domain. Although card games such as bridge and poker provide interesting domains for exploring uncertainty, they tend to be strategically simple given perfect information. We present and discuss a strategically complex, easily controlled, imperfect information domain-a variant of chess-which allows us to explore this difficult problem. We also describe a modular hybrid architecture that uses game theory, information theory and utility theory to play this new game. We discuss preliminary results from our architecture and consider possible future directions for the project.
Starting Page	42
Ending Page	45
File Size	517295
Page Count	4
File Format	PDF
ISBN	0780355784
DOI	10.1109/KES.1999.820115
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1999-08-31
Publisher Place	Australia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Bridges Uncertainty Game theory Information theory Strategic planning Computer architecture Computer science Software engineering Australia Decision theory
Content Type	Text
Resource Type	Article

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