Determining Solution Space Characteristics for Real-Time Strategy Games and Characterizing Winning Strategies
Joint Authors
Weissgerber, Kurt
Lamont, Gary B.
Peterson, Gilbert L.
Borghetti, Brett J.
Source
International Journal of Computer Games Technology
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-17, 17 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-07-03
Country of Publication
Egypt
No. of Pages
17
Main Subjects
Information Technology and Computer Science
Abstract EN
The underlying goal of a competing agent in a discrete real-time strategy (RTS) game is to defeat an adversary.
Strategic agents or participants must define an a priori plan to maneuver their resources in order to destroy the adversary and the adversary's resources as well as secure physical regions of the environment.
This a priori plan can be generated by leveraging collected historical knowledge about the environment.
This knowledge is then employed in the generation of a classification model for real-time decision-making in the RTS domain.
The best way to generate a classification model for a complex problem domain depends on the characteristics of the solution space.
An experimental method to determine solution space (search landscape) characteristics is through analysis of historical algorithm performance for solving the specific problem.
We select a deterministic search technique and a stochastic search method for a priori classification model generation.
These approaches are designed, implemented, and tested for a specific complex RTS game, Bos Wars.
Their performance allows us to draw various conclusions about applying a competing agent in complex search landscapes associated with RTS games.
American Psychological Association (APA)
Weissgerber, Kurt& Lamont, Gary B.& Borghetti, Brett J.& Peterson, Gilbert L.. 2011. Determining Solution Space Characteristics for Real-Time Strategy Games and Characterizing Winning Strategies. International Journal of Computer Games Technology،Vol. 2011, no. 2011, pp.1-17.
https://search.emarefa.net/detail/BIM-501799
Modern Language Association (MLA)
Weissgerber, Kurt…[et al.]. Determining Solution Space Characteristics for Real-Time Strategy Games and Characterizing Winning Strategies. International Journal of Computer Games Technology No. 2011 (2011), pp.1-17.
https://search.emarefa.net/detail/BIM-501799
American Medical Association (AMA)
Weissgerber, Kurt& Lamont, Gary B.& Borghetti, Brett J.& Peterson, Gilbert L.. Determining Solution Space Characteristics for Real-Time Strategy Games and Characterizing Winning Strategies. International Journal of Computer Games Technology. 2011. Vol. 2011, no. 2011, pp.1-17.
https://search.emarefa.net/detail/BIM-501799
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-501799