A tool for fast development of modular and hierarchic neural network-based systems

被引:0
作者
Reinaldo, F [1 ]
Roisenberg, M [1 ]
Barreto, JM [1 ]
Camacho, R [1 ]
Reis, LP [1 ]
机构
[1] Univ Porto, Fac Engn, LIACC, P-4100 Oporto, Portugal
来源
MODELLING AND SIMULATION 2005 | 2005年
关键词
agent; behaviour; architecture; PyramidNet;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper presents the PyrantidNet Tool its a fast and easy way to develop Modular and Hierarchic Neural Network-based Systems. This tool facilitates the fast emergence of autonomous behaviours in agents because it uses a hierarchic and modular control methodology of heterogeneous learning modules: the pyramid. Using the graphical resources of PyramidNet the user is able to specify a behaviour system even having little understanding of artificial neural networks. Experimental tests have shown that a very significant speedup is attained in the development of modular and hierarchic neural network-based systems when using this tool.
引用
收藏
页码:161 / 163
页数:3
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