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