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

Résultats de recherche: Conference contribution

3 Citations (Scopus)

Résumé

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.

langue originaleEnglish
titreICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing
Sous-titreComputational Intelligence for the E-Age
rédacteurs en chefKunihiko Fukushima, Lipo Wang, Jagath C. Rajapakse, Soo-Young Lee, Xin Yao
EditeurInstitute of Electrical and Electronics Engineers Inc.
Pages1946-1950
Nombre de pages5
ISBN (Electronique)9810475241, 9789810475246
Les DOIs
étatPublished - 2002
Evénement9th International Conference on Neural Information Processing, ICONIP 2002 - Singapore, Singapore
Durée: 18 nov. 200222 nov. 2002

Série de publications

NomICONIP 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
Pays/TerritoireSingapore
La villeSingapore
période18/11/0222/11/02

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