Using Double-Oracle Method and Serialized Alpha-Beta Search for Pruning in Simultaneous Move Games
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F13%3A00213277" target="_blank" >RIV/68407700:21230/13:00213277 - isvavai.cz</a>
Result on the web
<a href="http://ijcai.org/papers13/contents.php" target="_blank" >http://ijcai.org/papers13/contents.php</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Using Double-Oracle Method and Serialized Alpha-Beta Search for Pruning in Simultaneous Move Games
Original language description
We focus on solving two-player zero-sum extensive-form games with perfect information and simultaneous moves. In these games, both players fully observe the current state of the game where they simultaneously make a move determining the next state of thegame. We solve these games by a novel algorithm that relies on two components: (1) it iteratively solves the games that correspond to a single simultaneous move using a double-oracle method, and (2) it prunes the states of the game using bounds on the sub-game values obtained by the classical Alpha-Beta search on a serialized variant of the game. We experimentally evaluate our algorithm on the Goofspiel card game, a pursuit-evasion game, and randomly generated games. The results show that our novel algorithm typically provides significant running-time improvements and reduction in the number of evaluated nodes compared to the full search algorithm.
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/GAP202%2F12%2F2054" target="_blank" >GAP202/12/2054: Security Games in Extensive Form</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the Twenty-Third International Joint Conference on Artificial Intelligence
ISBN
978-1-57735-633-2
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
48-54
Publisher name
AAAI Press
Place of publication
Menlo Park, California
Event location
Beijing
Event date
Aug 3, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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