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    AIPS
    1994
    65views Artificial Intelligence» more  AIPS 1994»
    A Planner with Quality Goal and Its Speed-up Learning for Optimization Problem
    14 years 11 months ago
    A Planner with Quality Goal and Its Speed-up Learning for Optimization Problem
    Download  www.aaai.org
    Aimsof traditional planners had beenlimited to finding a sequenceof operators rather than finding an optimal or neax-optimalfinal state. Consequent]y, the performanceimprovementsy...
    Masahiko Iwamoto
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    ICMLA
    2007
    92views Machine Learning» more  ICMLA 2007»
    Control of a re-entrant line manufacturing model with a reinforcement learning approach
    14 years 11 months ago
    Control of a re-entrant line manufacturing model with a reinforcement learning approach
    Download  www.smitlab.uc.edu
    This paper presents the application of a reinforcement learning (RL) approach for the near-optimal control of a re-entrant line manufacturing (RLM) model. The RL approach utilizes...
    José A. Ramírez-Hernández, Em...
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    ICML
    2010
    IEEE
    231views Machine Learning» more  ICML 2010»
    Toward Off-Policy Learning Control with Function Approximation
    14 years 10 months ago
    Toward Off-Policy Learning Control with Function Approximation
    Download  www.sztaki.hu
    We present the first temporal-difference learning algorithm for off-policy control with unrestricted linear function approximation whose per-time-step complexity is linear in the ...
    Hamid Reza Maei, Csaba Szepesvári, Shalabh ...
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    IJCAI
    2007
    275views Artificial Intelligence» more  IJCAI 2007»
    Effective Control Knowledge Transfer through Learning Skill and Representation Hierarchies
    14 years 11 months ago
    Effective Control Knowledge Transfer through Learning Skill and Representation Hierarchies
    Download  www.ijcai.org
    Learning capabilities of computer systems still lag far behind biological systems. One of the reasons can be seen in the inefficient re-use of control knowledge acquired over the...
    Mehran Asadi, Manfred Huber
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    EUSFLAT
    2001
    119views Fuzzy Logic» more  EUSFLAT 2001»
    Optimization of evolutionary strategies to achieve knowledge in faded temporal fuzzy logic controllers
    14 years 11 months ago
    Optimization of evolutionary strategies to achieve knowledge in faded temporal fuzzy logic controllers
    Download  www.eusflat.org
    In this document we cany out a comparative analysis of the reasoning strategies implemented in Fuzzy Logic Controllers (hereinafter FLCs) and Faded Temporal Fuzzy Logic Controller...
    Manuel A. Gadeo Martos, Juan R. Velasco Pér...
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