StarCraft: Brood War - Strategy powered by the SOMA swarm algorithm
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86096911" target="_blank" >RIV/61989100:27240/15:86096911 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/15:86096911
Result on the web
<a href="http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7317903&newsearch=true&queryText=zelinka%20cig" target="_blank" >http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7317903&newsearch=true&queryText=zelinka%20cig</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CIG.2015.7317903" target="_blank" >10.1109/CIG.2015.7317903</a>
Alternative languages
Result language
angličtina
Original language name
StarCraft: Brood War - Strategy powered by the SOMA swarm algorithm
Original language description
This participation is focused on artificial intelligence techniques and their practical use in computer game. The aim is to show how program (based on evolutionary algorithms) can replace a man in the strategy game StarCraft: Brood War. Implementation used in our experiments use classic techniques of artificial intelligence environments, as well as unconventional techniques, such as evolutionary computation. An artificial player, proposed in this paper, is the combination of the decision tree and evolutionary algorithm SOMA. Whole code for experiments was written in the Java programming language. The proposed code provides a simple implementation of the artificial computer player in combination with slightly modified algorithm SOMA. This provides an opportunity for effective, coordinated movement of combat units around the combat landscape. Research reported here has shown potential benefit of evolutionary computation in the field of strategy games.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA15-06700S" target="_blank" >GA15-06700S: Unconventional Control of Complex Systems</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2015 IEEE Conference on Computational Intelligence and Games : August 31 - September 2, 2015 : proceedings
ISBN
978-1-4799-8621-7
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
511 - 516
Publisher name
IEEE
Place of publication
New York
Event location
Thainan
Event date
Aug 31, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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