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    ESANN
    2007
    136views Neural Networks» more  ESANN 2007»
    Complexity bounds of radial basis functions and multi-objective learning
    13 years 9 months ago
    Complexity bounds of radial basis functions and multi-objective learning
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    In the paper, the problem of multi-objective (MOBJ) learning is discussed. The problem of obtaining apparent (effective) complexity measure, which is one of the objectives, is con...
    Illya Kokshenev, Antônio de Pádua Bra...
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    AAAI
    2011
    202views Intelligent Agents» more  AAAI 2011»
    Value Function Approximation in Reinforcement Learning Using the Fourier Basis
    12 years 7 months ago
    Value Function Approximation in Reinforcement Learning Using the Fourier Basis
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    We describe the Fourier Basis, a linear value function approximation scheme based on the Fourier Series. We empirically evaluate its properties, and demonstrate that it performs w...
    George Konidaris, Sarah Osentoski, Philip Thomas
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    NA
    2007
    120views more  NA 2007»
    On choosing "optimal" shape parameters for RBF approximation
    13 years 7 months ago
    On choosing "optimal" shape parameters for RBF approximation
    Download  amadeus.math.iit.edu
    Many radial basis function (RBF) methods contain a free shape parameter that plays an important role for the accuracy of the method. In most papers the authors end up choosing this...
    Gregory E. Fasshauer, Jack G. Zhang
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    ESANN
    2001
    116views Neural Networks» more  ESANN 2001»
    Learning fault-tolerance in Radial Basis Function Networks
    13 years 9 months ago
    Learning fault-tolerance in Radial Basis Function Networks
    Download  www.dice.ucl.ac.be
    This paper describes a method of supervised learning based on forward selection branching. This method improves fault tolerance by means of combining information related to general...
    Xavier Parra, Andreu Català
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    JSCIC
    2010
    134views more  JSCIC 2010»
    Radial Basis Function Interpolation on Irregular Domain through Conformal Transplantation
    13 years 2 months ago
    Radial Basis Function Interpolation on Irregular Domain through Conformal Transplantation
    Download  www.math.udel.edu
    Abstract In this paper, Radial Basis Function (RBF) method for interpolating two dimensional functions with localized features defined on irregular domain is presented. RBF points ...
    Alfa R. H. Heryudono, Tobin A. Driscoll
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