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    UAI
    1990
    81views Artificial Intelligence» more  UAI 1990»
    Problem formulation as the reduction of a decision model
    13 years 6 months ago
    Problem formulation as the reduction of a decision model
    Download  research.microsoft.com
    In this paper, we extend the QMR-DT probabilistic model for the domain of internal medicine to include decisions about treatments. In addition, we describe how we can use the comp...
    David Heckerman, Eric Horvitz
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    AIPS
    2004
    145views Artificial Intelligence» more  AIPS 2004»
    Optimal Resource Allocation and Policy Formulation in Loosely-Coupled Markov Decision Processes
    13 years 6 months ago
    Optimal Resource Allocation and Policy Formulation in Loosely-Coupled Markov Decision Processes
    Download  www.aaai.org
    The problem of optimal policy formulation for teams of resource-limited agents in stochastic environments is composed of two strongly-coupled subproblems: a resource allocation pr...
    Dmitri A. Dolgov, Edmund H. Durfee
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    AAAI
    2008
    134views Intelligent Agents» more  AAAI 2008»
    Interaction Structure and Dimensionality Reduction in Decentralized MDPs
    13 years 7 months ago
    Interaction Structure and Dimensionality Reduction in Decentralized MDPs
    Download  www.aaai.org
    Decentralized Markov Decision Processes are a powerful general model of decentralized, cooperative multi-agent problem solving. The high complexity of the general problem leads to...
    Martin Allen, Marek Petrik, Shlomo Zilberstein
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    SIAMSC
    2011
    142views more  SIAMSC 2011»
    Efficiency Based Adaptive Local Refinement for First-Order System Least-Squares Formulations
    12 years 11 months ago
    Efficiency Based Adaptive Local Refinement for First-Order System Least-Squares Formulations
    Download  amath.colorado.edu
    Abstract. In this paper, we propose new adaptive local refinement (ALR) strategies for firstorder system least-squares (FOSLS) finite element in conjunction with algebraic multi...
    J. H. Adler, Thomas A. Manteuffel, Stephen F. McCo...
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    MP
    2006
    75views more  MP 2006»
    A Class of stochastic programs with decision dependent uncertainty
    13 years 4 months ago
    A Class of stochastic programs with decision dependent uncertainty
    Download  egon.cheme.cmu.edu
    We address a class of problems where decisions have to be optimized over a time horizon given that the future is uncertain and that the optimization decisions influence the time o...
    Vikas Goel, Ignacio E. Grossmann
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