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

科研成果: Conference contribution

3 引用 (Scopus)

摘要

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.

源语言English
主期刊名ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing
主期刊副标题Computational Intelligence for the E-Age
编辑Kunihiko Fukushima, Lipo Wang, Jagath C. Rajapakse, Soo-Young Lee, Xin Yao
出版商Institute of Electrical and Electronics Engineers Inc.
1946-1950
页数5
ISBN(电子版)9810475241, 9789810475246
DOI
出版状态Published - 2002
活动9th International Conference on Neural Information Processing, ICONIP 2002 - Singapore, Singapore
期限: 18 11月 200222 11月 2002

出版系列

姓名ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age
4

Conference

Conference9th International Conference on Neural Information Processing, ICONIP 2002
国家/地区Singapore
Singapore
时期18/11/0222/11/02

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