A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems

Francisco Reinaldo, Mauro Roisenberg, Rui Camacho, Luis Paulo Reis
DOI: https://doi.org/10.21529/RESI.2006.0502002

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Resumo

This paper presents PyramidNet tool as a fast and easy way to develop Modular and Hierarchic Neural Network-based Systems. This tool facilitates the fast emergence of autonomous behaviors 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 behavior 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 by using this tool.

Palavras-chave

Agent; Behavior; Architecture; PyramidNet