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A novel artificial neural network trained using evolutionary algorithms for reinforcement learning

Resultado de pesquisa: Conference contribution

3 Citações (Scopus)

Resumo

This paper discusses the development of a novel pattern recognition system using artificial neural networks (ANNs) and evolutionary algorithms for reinforcement learning (EARL). The network is based on neuronal interactions involved in identification of prey and predator in toads. The distributed neural network (DNN) is capable of recognizing and classifying various features. The lateral inhibition between the output neurons helps the network in the classification process - similar to the gate in gating network. The results obtained are compared with standard neural network architectures and learning algorithms.

Idioma originalEnglish
Título da publicação do anfitriãoICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing
Subtítulo da publicação do anfitriãoComputational Intelligence for the E-Age
EditoresKunihiko Fukushima, Lipo Wang, Jagath C. Rajapakse, Soo-Young Lee, Xin Yao
EditoraInstitute of Electrical and Electronics Engineers Inc.
Páginas1946-1950
Número de páginas5
ISBN (eletrónico)9810475241, 9789810475246
DOIs
Estado da publicaçãoPublished - 2002
Evento9th International Conference on Neural Information Processing, ICONIP 2002 - Singapore, Singapore
Duração: 18 nov. 200222 nov. 2002

Série de publicação

NomeICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age
Volume4

Conference

Conference9th International Conference on Neural Information Processing, ICONIP 2002
País/TerritórioSingapore
CidadeSingapore
Período18/11/0222/11/02

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