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    JAIR
    2006
    120views more  JAIR 2006»
    FluCaP: A Heuristic Search Planner for First-Order MDPs
    14 years 4 months ago
    FluCaP: A Heuristic Search Planner for First-Order MDPs
    Download  www.jair.org
    We present a heuristic search algorithm for solving first-order Markov Decision Processes (FOMDPs). Our approach combines first-order state abstraction that avoids evaluating stat...
    Steffen Hölldobler, Eldar Karabaev, Olga Skvo...
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    AAAI
    2006
    87views Intelligent Agents» more  AAAI 2006»
    Decision Tree Methods for Finding Reusable MDP Homomorphisms
    14 years 5 months ago
    Decision Tree Methods for Finding Reusable MDP Homomorphisms
    Download  www.aaai.org
    straction is a useful tool for agents interacting with environments. Good state abstractions are compact, reuseable, and easy to learn from sample data. This paper and extends two...
    Alicia P. Wolfe, Andrew G. Barto
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