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

Publikation: Conference contribution

3 Zitate (Scopus)

Abstract

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.

OriginalspracheEnglish
TitelICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing
UntertitelComputational Intelligence for the E-Age
Redakteure/-innenKunihiko Fukushima, Lipo Wang, Jagath C. Rajapakse, Soo-Young Lee, Xin Yao
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers Inc.
Seiten1946-1950
Seitenumfang5
ISBN (elektronisch)9810475241, 9789810475246
DOIs
PublikationsstatusPublished - 2002
Veranstaltung9th International Conference on Neural Information Processing, ICONIP 2002 - Singapore, Singapore
Dauer: 18 Nov. 200222 Nov. 2002

Publikationsreihe

NameICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age
Band4

Conference

Conference9th International Conference on Neural Information Processing, ICONIP 2002
Land/GebietSingapore
OrtSingapore
Zeitraum18/11/0222/11/02

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