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    » Model Minimization in Markov Decision Processes
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    JAIR
    2000
    152views more  JAIR 2000»
    Value-Function Approximations for Partially Observable Markov Decision Processes
    13 years 7 months ago
    Value-Function Approximations for Partially Observable Markov Decision Processes
    Download  www.cs.pitt.edu
    Partially observable Markov decision processes (POMDPs) provide an elegant mathematical framework for modeling complex decision and planning problems in stochastic domains in whic...
    Milos Hauskrecht
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    UAI
    1998
    91views Artificial Intelligence» more  UAI 1998»
    Hierarchical Solution of Markov Decision Processes using Macro-actions
    13 years 8 months ago
    Hierarchical Solution of Markov Decision Processes using Macro-actions
    Download  www.cs.toronto.edu
    tigate the use of temporally abstract actions, or macro-actions, in the solution of Markov decision processes. Unlike current models that combine both primitive actions and macro-...
    Milos Hauskrecht, Nicolas Meuleau, Leslie Pack Kae...
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    DMIN
    2009
    142views Data Mining» more  DMIN 2009»
    Action Selection in Customer Value Optimization: An Approach Based on Covariate-Dependent Markov Decision Processes
    13 years 5 months ago
    Action Selection in Customer Value Optimization: An Approach Based on Covariate-Dependent Markov Decision Processes
    Download  www.hs-stat.com
    Typical methods in CRM marketing include action selection on the basis of Markov Decision Processes with fixed transition probabilities on the one hand, and scoring customers separ...
    Angi Roesch, Harald Schmidbauer
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    QEST
    2008
    IEEE
    146views Modeling and Simulation» more  QEST 2008»
    Symbolic Magnifying Lens Abstraction in Markov Decision Processes
    14 years 1 months ago
    Symbolic Magnifying Lens Abstraction in Markov Decision Processes
    Download  www.ee.ucla.edu
    Magnifying Lens Abstraction in Markov Decision Processes ∗ Pritam Roy1 David Parker2 Gethin Norman2 Luca de Alfaro1 Computer Engineering Dept, UC Santa Cruz, Santa Cruz, CA, USA ...
    Pritam Roy, David Parker, Gethin Norman, Luca de A...
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    PAMI
    2007
    186views more  PAMI 2007»
    Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes
    13 years 7 months ago
    Value-Directed Human Behavior Analysis from Video Using Partially Observable Markov Decision Processes
    Download  people.ee.duke.edu
    —This paper presents a method for learning decision theoretic models of human behaviors from video data. Our system learns relationships between the movements of a person, the co...
    Jesse Hoey, James J. Little
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