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Design and Analysis of Learning Classifier Systems

Design and Analysis of Learning Classifier Systems

Jan Drugowitsch

255,69 €
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Editorial:
Springer Nature B.V.
Año de edición:
2010
Materia
Inteligencia artificial
ISBN:
9783642098611
255,69 €
IVA incluido
Disponible

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Sobre IBD

Background.- A Learning Classifier Systems Model.- A Probabilistic Model for LCS.- Training the Classifiers.- Mixing Independently Trained Classifiers.- The Optimal Set of Classifiers.- An Algorithmic Description.- Towards Reinforcement Learning with LCS.- Concluding Remarks.

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Otros libros del autor

  • Design and Analysis of Learning Classifier Systems
    Jan Drugowitsch
    This book is probably best summarized as providing a principled foundation for Learning Classi?er Systems. Something is happening in LCS, and particularly XCS and its variants that clearly often produces good results. Jan Drug- itsch wishes to understand this from a broader machine learning perspective and thereby perhaps to improve the systems. His approach centers on choosing...