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    MLMTA
    2007
    141views Machine Learning» more  MLMTA 2007»
    Prediction of Protein Secondary Structures with a Novel Kernel Density Estimator
    13 years 11 months ago
    Prediction of Protein Secondary Structures with a Novel Kernel Density Estimator
    Download  mbi.csie.ntu.edu.tw
    - Though prediction of protein secondary structures has been an active research issue in bioinformatics for quite a few years and many approaches have been proposed, a new challeng...
    Yen-Jen Oyang, Darby Tien-Hao Chang, Yu-Yen Ou, Ha...
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    NIPS
    2007
    202views Information Technology» more  NIPS 2007»
    A New View of Automatic Relevance Determination
    13 years 11 months ago
    A New View of Automatic Relevance Determination
    Download  books.nips.cc
    Automatic relevance determination (ARD) and the closely-related sparse Bayesian learning (SBL) framework are effective tools for pruning large numbers of irrelevant features leadi...
    David P. Wipf, Srikantan S. Nagarajan
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    UAI
    2008
    242views Artificial Intelligence» more  UAI 2008»
    Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping
    13 years 11 months ago
    Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping
    Download  uai2008.cs.helsinki.fi
    We consider the problem of efficiently learning optimal control policies and value functions over large state spaces in an online setting in which estimates must be available afte...
    Richard S. Sutton, Csaba Szepesvári, Alborz...
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    AAAI
    2006
    199views Intelligent Agents» more  AAAI 2006»
    Decision Making in Uncertain Real-World Domains Using DT-Golog
    13 years 11 months ago
    Decision Making in Uncertain Real-World Domains Using DT-Golog
    Download  www.aaai.org
    DTGolog, a decision-theoretic agent programming language based on the situation calculus, was proposed to ease some of the computational difficulties associated with Markov Decisi...
    Mikhail Soutchanski, Huy Pham, John Mylopoulos
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    AIPS
    2006
    133views Artificial Intelligence» more  AIPS 2006»
    Combining Knowledge Compilation and Search for Conformant Probabilistic Planning
    13 years 11 months ago
    Combining Knowledge Compilation and Search for Conformant Probabilistic Planning
    Download  users.cecs.anu.edu.au
    We present a new algorithm for conformant probabilistic planning, which for a given horizon produces a plan that maximizes the probability of success under quantified uncertainty ...
    Jinbo Huang
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