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    ICML
    2008
    IEEE
    135views Machine Learning» more  ICML 2008»
    Reinforcement learning with limited reinforcement: using Bayes risk for active learning in POMDPs
    15 years 10 months ago
    Reinforcement learning with limited reinforcement: using Bayes risk for active learning in POMDPs
    Download  mapleleaf.csail.mit.edu
    Partially Observable Markov Decision Processes (POMDPs) have succeeded in planning domains that require balancing actions that increase an agent's knowledge and actions that ...
    Finale Doshi, Joelle Pineau, Nicholas Roy
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    ICIP
    2009
    IEEE
    223views Image Processing» more  ICIP 2009»
    Synthesis-in-the-loop for video texture coding
    14 years 7 months ago
    Synthesis-in-the-loop for video texture coding
    Download  www.ient.rwth-aachen.de
    In this paper, we present an algorithm using dynamic texture synthesis for closed-loop video coding. Video textures, or so-called dynamic textures are video sequences with moving ...
    Aleksandar Stojanovic, Mathias Wien, Thiow Keng Ta...
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    IROS
    2008
    IEEE
    165views Robotics» more  IROS 2008»
    Mutual development of behavior acquisition and recognition based on value system
    15 years 4 months ago
    Mutual development of behavior acquisition and recognition based on value system
    Download  www.er.ams.eng.osaka-u.ac.jp
    Abstract. Both self-learning architecture (embedded structure) and explicit/implicit teaching from other agents (environmental design issue) are necessary not only for one behavior...
    Yasutake Takahashi, Yoshihiro Tamura, Minoru Asada
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    JMLR
    2002
    89views more  JMLR 2002»
    The Set Covering Machine
    14 years 9 months ago
    The Set Covering Machine
    Download  jmlr.csail.mit.edu
    We extend the classical algorithms of Valiant and Haussler for learning compact conjunctions and disjunctions of Boolean attributes to allow features that are constructed from the...
    Mario Marchand, John Shawe-Taylor
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    TSP
    2010
    154views Artificial Intelligence» more  TSP 2010»
    Optimal/near-optimal dimensionality reduction for distributed estimation in homogeneous and certain inhomogeneous scenarios
    14 years 4 months ago
    Optimal/near-optimal dimensionality reduction for distributed estimation in homogeneous and certain inhomogeneous scenarios
    Download  personal.stevens.edu
    We consider distributed estimation of a deterministic vector parameter from noisy sensor observations in a wireless sensor network (WSN). The observation noise is assumed uncorrela...
    Jun Fang, Hongbin Li
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