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    ESANN
    2006
    115views Neural Networks» more  ESANN 2006»
    Construction of a memory management system in an on-line learning mechanism
    13 years 8 months ago
    Construction of a memory management system in an on-line learning mechanism
    Download  www.dice.ucl.ac.be
    This paper is the first of a two paper series that deals with an important problem in on-line learning mechanisms for autonomous agents that must perform non trivial tasks and oper...
    Francisco Bellas, José Antonio Becerra, Ric...
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    AAAI
    2011
    246views Intelligent Agents» more  AAAI 2011»
    An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems
    12 years 7 months ago
    An Online Spectral Learning Algorithm for Partially Observable Nonlinear Dynamical Systems
    Download  www.cs.cmu.edu
    Recently, a number of researchers have proposed spectral algorithms for learning models of dynamical systems—for example, Hidden Markov Models (HMMs), Partially Observable Marko...
    Byron Boots, Geoffrey J. Gordon
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    COLT
    1997
    Springer
    103views Machine Learning» more  COLT 1997»
    On-line Learning and the Metrical Task System Problem
    13 years 11 months ago
    On-line Learning and the Metrical Task System Problem
    Download  reference.kfupm.edu.sa
    We relate two problems that have been explored in two distinct communities. The first is the problem of combining expert advice, studied extensively in the computational learning...
    Avrim Blum, Carl Burch
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    GECCO
    2006
    Springer
    198views Optimization» more  GECCO 2006»
    Reward allotment in an event-driven hybrid learning classifier system for online soccer games
    13 years 11 months ago
    Reward allotment in an event-driven hybrid learning classifier system for online soccer games
    Download  www.cs.bham.ac.uk
    This paper describes our study into the concept of using rewards in a classifier system applied to the acquisition of decision-making algorithms for agents in a soccer game. Our a...
    Yuji Sato, Yosuke Akatsuka, Takenori Nishizono
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    GECCO
    2008
    Springer
    127views Optimization» more  GECCO 2008»
    First approach toward on-line evolution of association rules with learning classifier systems
    13 years 8 months ago
    First approach toward on-line evolution of association rules with learning classifier systems
    Download  www.cs.bham.ac.uk
    Albert Orriols-Puig, Jorge Casillas, Ester Bernad&...
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