DocumentCode :
531346
Title :
Concept Learning Games: The Game of Query and Response
Author :
Mirbakhsh, Nima ; Didandeh, Arman ; Afsharchi, Mohsen
Author_Institution :
Fac. of Comput. Sci., Inst. for Adv. Studies in Basic Sci. (IASBS), Zanjan, Iran
Volume :
2
fYear :
2010
fDate :
Aug. 31 2010-Sept. 3 2010
Firstpage :
234
Lastpage :
238
Abstract :
This article deals with the issue of concept learning and tries to have a game theoretic view over the process of cooperative concept learning among agents in a multi-agent system, in which an extreme sense of competition has arisen. This gives birth to a new realm labeled as ”Learning Games”. We study the cooperative view and give a novel idea to use in competitive environments based on the solution concepts of game theory and an innovative idea of concept scores over an ontology, which is used as our knowledge representation tool for agents. A case study comes at the end and covers the FAQs of this method over a scientific world topic of AIDS remedy project.
Keywords :
game theory; learning (artificial intelligence); multi-agent systems; ontologies (artificial intelligence); AIDS remedy project; competitive environment; concept learning game; cooperative concept learning; game theoretic view; game theory; knowledge representation tool; multiagent system; ontology; Concept Learning; Game Theory; Multi-Agent System (MAS); Ontology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Web Intelligence and Intelligent Agent Technology (WI-IAT), 2010 IEEE/WIC/ACM International Conference on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-8482-9
Electronic_ISBN :
978-0-7695-4191-4
Type :
conf
DOI :
10.1109/WI-IAT.2010.161
Filename :
5616155
Link To Document :
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