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Recent Advances in General Game Playing
Joint Authors
Świechowski, Maciej
Park, HyunSoo
Mańdziuk, Jacek
Kim, Kyung-Joong
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-22, 22 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-08-24
Country of Publication
Egypt
No. of Pages
22
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
The goal of General Game Playing (GGP) has been to develop computer programs that can perform well across various game types.
It is natural for human game players to transfer knowledge from games they already know how to play to other similar games.
GGP research attempts to design systems that work well across different game types, including unknown new games.
In this review, we present a survey of recent advances (2011 to 2014) in GGP for both traditional games and video games.
It is notable that research on GGP has been expanding into modern video games.
Monte-Carlo Tree Search and its enhancements have been the most influential techniques in GGP for both research domains.
Additionally, international competitions have become important events that promote and increase GGP research.
Recently, a video GGP competition was launched.
In this survey, we review recent progress in the most challenging research areas of Artificial Intelligence (AI) related to universal game playing.
American Psychological Association (APA)
Świechowski, Maciej& Park, HyunSoo& Mańdziuk, Jacek& Kim, Kyung-Joong. 2015. Recent Advances in General Game Playing. The Scientific World Journal،Vol. 2015, no. 2015, pp.1-22.
https://search.emarefa.net/detail/BIM-1079372
Modern Language Association (MLA)
Świechowski, Maciej…[et al.]. Recent Advances in General Game Playing. The Scientific World Journal No. 2015 (2015), pp.1-22.
https://search.emarefa.net/detail/BIM-1079372
American Medical Association (AMA)
Świechowski, Maciej& Park, HyunSoo& Mańdziuk, Jacek& Kim, Kyung-Joong. Recent Advances in General Game Playing. The Scientific World Journal. 2015. Vol. 2015, no. 2015, pp.1-22.
https://search.emarefa.net/detail/BIM-1079372
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1079372