SOMA Swarm Algorithm in Computer Games
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F16%3A86100479" target="_blank" >RIV/61989100:27240/16:86100479 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
SOMA Swarm Algorithm in Computer Games
Original language description
This participation is focused on artificial intelligence techniques and their practical use in computer game. The aim is to show how game player (based on evolutionary algorithms) can replace a man in two computer games. The first one is strategy game StarCraft: Brood War, briefly reported here. Implementation used in our experiments use classic techniques of artificial intelligence environments, as well as unconventional techniques, such as evolutionary computation. The second game is Tic-Tac-Toe in which SOMA has also take a role of player against human player. This provides an opportunity for effective, coordinated movement in the game fitness landscape. Research reported here has shown potential benefit of evolutionary computation in the field of strategy games and players strategy mining based on their mutual interactions.
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
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Volume 9692
ISBN
978-3-319-39377-3
ISSN
0302-9743
e-ISSN
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Number of pages
12
Pages from-to
395-406
Publisher name
Springer
Place of publication
Basel
Event location
Zakopane
Event date
Jun 12, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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