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Search for an Appropriate Behavior within the Emotional Regulation in Virtual Creatures Using a Learning Classifier System
Joint Authors
Rosales, Jonathan-Hernando
Ramos, Félix
Ramos, Marco
Cervantes, José-Antonio
Source
Computational Intelligence and Neuroscience
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-10-25
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Emotion regulation is a process by which human beings control emotional behaviors.
From neuroscientific evidence, this mechanism is the product of conscious or unconscious processes.
In particular, the mechanism generated by a conscious process needs a priori components to be computed.
The behaviors generated by previous experiences are among these components.
These behaviors need to be adapted to fulfill the objectives in a specific situation.
The problem we address is how to endow virtual creatures with emotion regulation in order to compute an appropriate behavior in a specific emotional situation.
This problem is clearly important and we have not identified ways to solve this problem in the current literature.
In our proposal, we show a way to generate the appropriate behavior in an emotional situation using a learning classifier system (LCS).
We illustrate the function of our proposal in unknown and known situations by means of two case studies.
Our results demonstrate that it is possible to converge to the appropriate behavior even in the first case; that is, when the system does not have previous experiences and in situations where some previous information is available our proposal proves to be a very powerful tool.
American Psychological Association (APA)
Rosales, Jonathan-Hernando& Ramos, Félix& Ramos, Marco& Cervantes, José-Antonio. 2017. Search for an Appropriate Behavior within the Emotional Regulation in Virtual Creatures Using a Learning Classifier System. Computational Intelligence and Neuroscience،Vol. 2017, no. 2017, pp.1-13.
https://search.emarefa.net/detail/BIM-1140995
Modern Language Association (MLA)
Rosales, Jonathan-Hernando…[et al.]. Search for an Appropriate Behavior within the Emotional Regulation in Virtual Creatures Using a Learning Classifier System. Computational Intelligence and Neuroscience No. 2017 (2017), pp.1-13.
https://search.emarefa.net/detail/BIM-1140995
American Medical Association (AMA)
Rosales, Jonathan-Hernando& Ramos, Félix& Ramos, Marco& Cervantes, José-Antonio. Search for an Appropriate Behavior within the Emotional Regulation in Virtual Creatures Using a Learning Classifier System. Computational Intelligence and Neuroscience. 2017. Vol. 2017, no. 2017, pp.1-13.
https://search.emarefa.net/detail/BIM-1140995
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1140995