Performance, robustness and effort cost comparison of machine learning mechanisms in FlatLand

Yannakakis, Georgios N.; Levine, John; Hallam, John; Papageorgiou, Markos

Please use this identifier to cite or link to this item: https://www.um.edu.mt/library/oar/handle/123456789/29600

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DC Field	Value	Language
dc.contributor.author	Yannakakis, Georgios N.	-
dc.contributor.author	Levine, John	-
dc.contributor.author	Hallam, John	-
dc.contributor.author	Papageorgiou, Markos	-
dc.date.accessioned	2018-04-26T09:57:31Z	-
dc.date.available	2018-04-26T09:57:31Z	-
dc.date.issued	2003	-
dc.identifier.citation	Yannakakis, G. N., Levine, J., Hallam, J., & Papageorgiou, M. (2003). Performance, robustness and effort cost comparison of machine learning mechanisms in FlatLand. 11th Mediterranean Conference on Control and Automation, Rhodes. 1-6.	en_GB
dc.identifier.uri	https://www.um.edu.mt/library/oar//handle/123456789/29600	-
dc.description.abstract	This paper presents the first stage of research into a multi-agent complex environment, called “FlatLand” aiming at emerging complex and adaptive obstacle-avoidance and target achievement behaviors by use of a variety of learning mechanisms. The presentation includes a detailed description of the FlatLand simulated world, the learning mechanisms used as well as an efficient method for comparing the mechanisms’ performance, robustness and required computational effort.	en_GB
dc.language.iso	en	en_GB
dc.publisher	Mediterranean Control Association	en_GB
dc.rights	info:eu-repo/semantics/openAccess	en_GB
dc.subject	Machine learning	en_GB
dc.subject	Back propagation (Artificial intelligence)	en_GB
dc.subject	Genetic algorithms	en_GB
dc.subject	Multiagent systems	en_GB
dc.subject	Computer simulation	en_GB
dc.title	Performance, robustness and effort cost comparison of machine learning mechanisms in FlatLand	en_GB
dc.type	conferenceObject	en_GB
dc.rights.holder	The copyright of this work belongs to the author(s)/publisher. The rights of this work are as defined by the appropriate Copyright Legislation or as modified by any successive legislation. Users may access this work and can make use of the information contained in accordance with the Copyright Legislation provided that the author must be properly acknowledged. Further distribution or reproduction in any format is prohibited without the prior permission of the copyright holder	en_GB
dc.bibliographicCitation.conferencename	11th Mediterranean Conference on Control and Automation	en_GB
dc.bibliographicCitation.conferenceplace	Rhodes Greece, 18-20/06/2003	en_GB
dc.description.reviewed	peer-reviewed	en_GB
Appears in Collections:	Scholarly Works - InsDG

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