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Simple behavioral model of imprint formation

Authors :
Sergei Igorevich Bartsev
Arthur Gevorkievich Tumanyan
Source :
Компьютерные исследования и моделирование, Vol 6, Iss 5, Pp 793-802 (2014)
Publication Year :
2014
Publisher :
Institute of Computer Science, 2014.

Abstract

Formation of adequate behavioral patterns in condition of the unknown environment carried out through exploratory behavior. At the same time the rapid formation of an acceptable pattern is more preferable than a long elaboration perfect pattern through repeat play learning situation. In extreme situations, phenomenon of imprinting is observed - instant imprinting of behavior pattern, which ensure the survival of individuals. In this paper we propose a hypothesis and imprint model when trained on a single successful pattern of virtual robot's neural network demonstrates the effective functioning. Realism of the model is estimated by checking the stability of playback behavior pattern to perturbations situation imprint run.

Details

Language :
Russian
ISSN :
20776853 and 20767633
Volume :
6
Issue :
5
Database :
OpenAIRE
Journal :
Компьютерные исследования и моделирование
Accession number :
edsair.doi.dedup.....30adac27433071016904b5b3613366ae