The neural network environmental model and software

Article type: Research Article

Authors: Garliauskas, Algis | Malickas, Algimantas

Affiliations: Institute of Mathematics and Informatics Lithuanian Academy of Sciences 232600 Vilnius, Akademijos St.4, Lithuania

Abstract: The principles of a neural network environmental model are proposed. The principles are universal and can use different neural network architectures. Such a model is self-organizing, it can operate in both regimes with and without a teacher. It codes information about objects, their features, the actions operating in an environment, analyzes concrete situations. There are functions for making an action plan, for action control. The goal of the model is given from an external site. The model has more than sixteen active regimes. The neural network environmental model is fulfilled in software and hardware tools.

Keywords: neural network, environmental model, self-organizing

DOI: 10.3233/INF-1991-2204

Journal: Informatica, vol. 2, no. 2, pp. 221-232, 1991