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    ML
    2002
    ACM
    143views Machine Learning» more  ML 2002»
    A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes
    14 years 9 months ago
    A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes
    Download  www.cis.upenn.edu
    An issue that is critical for the application of Markov decision processes MDPs to realistic problems is how the complexity of planning scales with the size of the MDP. In stochas...
    Michael J. Kearns, Yishay Mansour, Andrew Y. Ng
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    STACS
    2007
    Springer
    72views Theoretical Computer Science» more  STACS 2007»
    An Optimal Tableau-Based Decision Algorithm for Propositional Neighborhood Logic
    15 years 3 months ago
    An Optimal Tableau-Based Decision Algorithm for Propositional Neighborhood Logic
    Download  www-i7.informatik.rwth-aachen.de
    Davide Bresolin, Angelo Montanari, Pietro Sala
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    SIMULATION
    2008
    67views more  SIMULATION 2008»
    Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes
    14 years 9 months ago
    Simulation-Based Optimization Algorithms for Finite-Horizon Markov Decision Processes
    Download  eprints.iisc.ernet.in
    Shalabh Bhatnagar, Mohammed Shahid Abdulla
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    CDC
    2010
    IEEE
    118views Control Systems» more  CDC 2010»
    Distributed scheduling for air traffic throughput maximization during the terminal phase of flight
    14 years 4 months ago
    Distributed scheduling for air traffic throughput maximization during the terminal phase of flight
    Download  www.prism.gatech.edu
    FAA's NextGen program aims at increasing the capacity of the national airspace, while ensuring the safety of aircraft. This paper provides a distributed merging and spacing al...
    Rahul Chipalkatty, Philip Twu, Amir Rahmani, Magnu...
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    SIAMSC
    2008
    147views more  SIAMSC 2008»
    Global and Finite Termination of a Two-Phase Augmented Lagrangian Filter Method for General Quadratic Programs
    14 years 9 months ago
    Global and Finite Termination of a Two-Phase Augmented Lagrangian Filter Method for General Quadratic Programs
    Download  www.optimization-online.org
    We present a two-phase algorithm for solving large-scale quadratic programs (QPs). In the first phase, gradient-projection iterations approximately minimize an augmented Lagrangian...
    Michael P. Friedlander, Sven Leyffer
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