Improving Strategy in Robot Soccer Game by Sequence Extraction
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86091968" target="_blank" >RIV/61989100:27240/14:86091968 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/14:86091968
Result on the web
<a href="http://www.sciencedirect.com/science/article/pii/S1877050914011697#" target="_blank" >http://www.sciencedirect.com/science/article/pii/S1877050914011697#</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.procs.2014.08.204" target="_blank" >10.1016/j.procs.2014.08.204</a>
Alternative languages
Result language
angličtina
Original language name
Improving Strategy in Robot Soccer Game by Sequence Extraction
Original language description
Robot Soccer is a very attractive platform in terms of research. It contains a number of challenges in the areas of robot control, artificial intelligence and image analysis. This article presents a look at the overall architecture of the game and describes some results of our experiments in analysis and optimization of strategies using sequence extraction. We have extracted sequences of game situations from the log of a game played in our simulator, as they occurred during the game. Afterwards, these sequences were compared by methods LCS, LCSS and T-WLCS, which are usually used for sequence comparison in the sequence alignment area. Using these methods, we are able to visualize the relations between the sequences of game situations and clusters of similar game situations in a graph. In conclusion, a possible description improvement of these game situations is introduced. Therefore, a possible strategy improvement to ensure a smoother and faster performing of actions defined by these
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
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Procedia Computer Science. Volume 35
ISBN
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ISSN
1877-0509
e-ISSN
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Number of pages
10
Pages from-to
"1445-1454"
Publisher name
Elsevier
Place of publication
Amsterdam
Event location
Gdynia
Event date
Sep 15, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000345394100153