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.
Keywords:
imprint, behavioral model, animat, a neural network, self-study.
Received: 18.09.2014 Revised: 20.10.2014
Document Type:
Article
UDC:
57.02
Language: Russian
Citation:
A. G. Tumanyan, S. I. Bartsev, “Simple behavioral model of imprint formation”, Computer Research and Modeling, 6:5 (2014), 793–802
\Bibitem{TumBar14}
\by A.~G.~Tumanyan, S.~I.~Bartsev
\paper Simple behavioral model of imprint formation
\jour Computer Research and Modeling
\yr 2014
\vol 6
\issue 5
\pages 793--802
\mathnet{http://mi.mathnet.ru/crm359}
\crossref{https://doi.org/10.20537/2076-7633-2014-6-5-793-802}
Linking options:
https://www.mathnet.ru/eng/crm359
https://www.mathnet.ru/eng/crm/v6/i5/p793
This publication is cited in the following 1 articles:
A. G. Tumanyan, S. I. Bartsev, “Model formirovaniya pervichnykh povedencheskikh patternov s adaptivnym povedeniem na osnove ispolzovaniya kombinatsii sluchainogo poiska i opyta”, Kompyuternye issledovaniya i modelirovanie, 8:6 (2016), 941–950
Citation in format AMSBIB
Contact us: