About: Improving Strategy in Robot Soccer Game by Sequence Extraction

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://www.sciencedirect.com/science/article/pii/S1877050914011697#
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 situations is described. 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 situations is described. (en)
Title	Improving Strategy in Robot Soccer Game by Sequence Extraction Improving Strategy in Robot Soccer Game by Sequence Extraction (en)
skos:prefLabel	Improving Strategy in Robot Soccer Game by Sequence Extraction Improving Strategy in Robot Soccer Game by Sequence Extraction (en)
skos:notation	RIV/61989100:27740/14:86091968!RIV15-MSM-27740___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(ED1.1.00/02.0070), P(EE2.3.30.0055), S
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Slaninová, Kateřina Martinovič, Jan Svatoň, Václav
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoká škola báňská - Technická univerzita Ostrava / IT4Innovations
http://linked.open...dnocenehoVysledku	21013
http://linked.open...ai/riv/idVysledku	RIV/61989100:27740/14:86091968
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	sequence; rule; strategy; robot soccer (en)
http://linked.open.../riv/klicoveSlovo	robot soccer rule strategy sequence
http://linked.open...ontrolniKodProRIV	[3D2FF72D7F70]
http://linked.open...v/mistoKonaniAkce	Gdynia
http://linked.open...i/riv/mistoVydani	Amsterdam
http://linked.open...i/riv/nazevZdroje	Procedia Computer Science. Volume 35
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	New creative teams in priorities of scientific research IT4Innovations Centre of Excellence
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Martinovič, Jan Slaninová, Kateřina Svatoň, Václav Bures, Tomas
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	000345394100153
http://linked.open.../riv/zahajeniAkce	2014-09-15 (xsd:date)
issn	1877-0509
number of pages	10 (xsd:int)
http://bibframe.org/vocab/doi	10.1016/j.procs.2014.08.204
http://purl.org/ne...btex#hasPublisher	Elsevier
http://localhost/t...ganizacniJednotka	27740

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