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    ICML
    2007
    IEEE
    136views Machine Learning» more  ICML 2007»
    Combining online and offline knowledge in UCT
    14 years 8 months ago
    Combining online and offline knowledge in UCT
    Download  www.machinelearning.org
    The UCT algorithm learns a value function online using sample-based search. The TD() algorithm can learn a value function offline for the on-policy distribution. We consider three...
    Sylvain Gelly, David Silver
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    ML
    2002
    ACM
    220views Machine Learning» more  ML 2002»
    Bayesian Methods for Support Vector Machines: Evidence and Predictive Class Probabilities
    13 years 7 months ago
    Bayesian Methods for Support Vector Machines: Evidence and Predictive Class Probabilities
    Download  www.mth.kcl.ac.uk
    I describe a framework for interpreting Support Vector Machines (SVMs) as maximum a posteriori (MAP) solutions to inference problems with Gaussian Process priors. This probabilisti...
    Peter Sollich
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    ESANN
    2008
    278views Neural Networks» more  ESANN 2008»
    Learning to play Tetris applying reinforcement learning methods
    13 years 9 months ago
    Learning to play Tetris applying reinforcement learning methods
    Download  www.dice.ucl.ac.be
    In this paper the application of reinforcement learning to Tetris is investigated, particulary the idea of temporal difference learning is applied to estimate the state value funct...
    Alexander Groß, Jan Friedland, Friedhelm Sch...
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    ADMA
    2006
    Springer
    153views Data Mining» more  ADMA 2006»
    An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining
    13 years 9 months ago
    An Effective Combination Based on Class-Wise Expertise of Diverse Classifiers for Predictive Toxicology Data Mining
    Download  pythia.inf.brad.ac.uk
    This paper presents a study on the combination of different classifiers for toxicity prediction. Two combination operators for the Multiple-Classifier System definition are also pr...
    Daniel Neagu, Gongde Guo, Shanshan Wang
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    LREC
    2010
    187views Education» more  LREC 2010»
    Ontology-Based Categorization of Web Services with Machine Learning
    13 years 9 months ago
    Ontology-Based Categorization of Web Services with Machine Learning
    Download  gate.ac.uk
    We present the problem of categorizing web services according to a shallow ontology for presentation on a specialist portal, using their WSDL and associated textual documents foun...
    Adam Funk, Kalina Bontcheva
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