Simple behavioral model of imprint formation

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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
Citation in English: Tumanyan A.G., Bartsev S.I. Simple behavioral model of imprint formation // Computer Research and Modeling, 2014, vol. 6, no. 5, pp. 793-802
Citation in English: Tumanyan A.G., Bartsev S.I. Simple behavioral model of imprint formation // Computer Research and Modeling, 2014, vol. 6, no. 5, pp. 793-802
DOI: 10.20537/2076-7633-2014-6-5-793-802
According to Crossref, this article is cited by:
  • Arthur Gevorkievich Tumanyan, Sergei Igorevich Bartsev. Model of formation of primary behavioral patterns with adaptive behavior based on the combination of random search and experience. // Computer Research and Modeling. 2016. — V. 8, no. 6. — P. 941. DOI: 10.20537/2076-7633-2016-8-6-941-950
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