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Simple behavioral model of imprint formation
- 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.
- Subjects :
- imprint
Computer science
lcsh:T57-57.97
lcsh:Mathematics
lcsh:QA1-939
Computer Science Applications
Behavioral modeling
behavioral model
animat
Computational Theory and Mathematics
Simple (abstract algebra)
Modeling and Simulation
lcsh:Applied mathematics. Quantitative methods
self-study
Biological system
a neural network
Subjects
Details
- Language :
- Russian
- ISSN :
- 20776853 and 20767633
- Volume :
- 6
- Issue :
- 5
- Database :
- OpenAIRE
- Journal :
- Компьютерные исследования и моделирование
- Accession number :
- edsair.doi.dedup.....30adac27433071016904b5b3613366ae