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    EUROCAST
    2007
    Springer
    182views Hardware» more  EUROCAST 2007»
    A k-NN Based Perception Scheme for Reinforcement Learning
    14 years 1 months ago
    A k-NN Based Perception Scheme for Reinforcement Learning
    Download  www.dia.fi.upm.es
    Abstract a paradigm of modern Machine Learning (ML) which uses rewards and punishments to guide the learning process. One of the central ideas of RL is learning by “direct-online...
    José Antonio Martin H., Javier de Lope Asia...
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    CSDA
    2006
    191views more  CSDA 2006»
    Forecasting daily time series using periodic unobserved components time series models
    13 years 7 months ago
    Forecasting daily time series using periodic unobserved components time series models
    Download  www.cass.city.ac.uk
    We explore a periodic analysis in the context of unobserved components time series models that decompose time series into components of interest such as trend, seasonal and irregu...
    Siem Jan Koopman, Marius Ooms
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    JMLR
    2008
    129views more  JMLR 2008»
    Finite-Time Bounds for Fitted Value Iteration
    13 years 7 months ago
    Finite-Time Bounds for Fitted Value Iteration
    Download  www.sztaki.hu
    In this paper we develop a theoretical analysis of the performance of sampling-based fitted value iteration (FVI) to solve infinite state-space, discounted-reward Markovian decisi...
    Rémi Munos, Csaba Szepesvári
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    ECAL
    1999
    Springer
    195views Artificial Intelligence» more  ECAL 1999»
    Evolution of Neural Controllers with Adaptive Synapses and Compact Genetic Encoding
    13 years 11 months ago
    Evolution of Neural Controllers with Adaptive Synapses and Compact Genetic Encoding
    Download  lis.epfl.ch
    Abstract. This paper is concerned with arti cial evolution of neurocontrollers with adaptive synapses for autonomous mobile robots. The method consists of encoding on the genotype ...
    Dario Floreano, Joseba Urzelai
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    BMCBI
    2010
    151views more  BMCBI 2010»
    Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and gene
    13 years 7 months ago
    Classification of G-protein coupled receptors based on support vector machine with maximum relevance minimum redundancy and gene
    Download  www.biomedcentral.com
    Background: Because a priori knowledge about function of G protein-coupled receptors (GPCRs) can provide useful information to pharmaceutical research, the determination of their ...
    Zhanchao Li, Xuan Zhou, Zong Dai, Xiaoyong Zou
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