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JOURNALS // News of the Kabardino-Balkarian Scientific Center of the Russian Academy of Sciences // Archive

News of the Kabardin-Balkar scientific center of RAS, 2006 Issue 2, Pages 67–74 (Mi izkab766)

INFORMATICS

Virtual physically-correct agent’s antagonist muscles neuro-evolutionary control

Z. V. Nagoev, M. I. Anchekov

Institute of Computer Science and Problems of Regional Management KBSC RAS, Nal'chik

Abstract: The virtual agent’s limb link motion control system in the physically-correct virtual environment is considered in this paper. The virtual environment description and the antagonist muscles-driven bone virtual model are presented. The control is brought about with the motoneuron implemented on the basis of the feed-forward neural net-work the weights of which are calculated with the genetic algorithm. The neural network agent’s structure and the learning algorithm together with the motoneuron learning experiments results are given.

Keywords: agent, learning algorithm, neuron

UDC: 004.81



© Steklov Math. Inst. of RAS, 2024