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    COLOGNETWENTE
    2008
    114views Optimization» more  COLOGNETWENTE 2008»
    Constrained Decompositions of Integer Matrices and their Applications to Intensity Modulated Radiation Therapy
    13 years 10 months ago
    Constrained Decompositions of Integer Matrices and their Applications to Intensity Modulated Radiation Therapy
    Download  homepages.ulb.ac.be
    We consider combinatorial optimization problems arising in radiation therapy. Given a matrix I with non-negative integer entries, we seek for a decomposition of I as a weighted su...
    Céline Engelbeen, Samuel Fiorini
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    ESANN
    2008
    278views Neural Networks» more  ESANN 2008»
    Learning to play Tetris applying reinforcement learning methods
    13 years 10 months ago
    Learning to play Tetris applying reinforcement learning methods
    Download  www.dice.ucl.ac.be
    In this paper the application of reinforcement learning to Tetris is investigated, particulary the idea of temporal difference learning is applied to estimate the state value funct...
    Alexander Groß, Jan Friedland, Friedhelm Sch...
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    TREC
    2008
    133views Information Technology» more  TREC 2008»
    UTDallas at TREC 2008 Blog Track
    13 years 9 months ago
    UTDallas at TREC 2008 Blog Track
    Download  trec.nist.gov
    This paper describes our participation in the 2008 TREC Blog track. Our system consists of 3 components: data preprocessing, topic retrieval, and opinion finding. In the topic ret...
    Bin Li, Feifan Liu, Yang Liu
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    RSS
    2007
    176views Robotics» more  RSS 2007»
    Active Policy Learning for Robot Planning and Exploration under Uncertainty
    13 years 9 months ago
    Active Policy Learning for Robot Planning and Exploration under Uncertainty
    Download  www.roboticsproceedings.org
    Abstract— This paper proposes a simulation-based active policy learning algorithm for finite-horizon, partially-observed sequential decision processes. The algorithm is tested i...
    Ruben Martinez-Cantin, Nando de Freitas, Arnaud Do...
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    SDM
    2007
    SIAM
    131views Data Mining» more  SDM 2007»
    Load Shedding in Classifying Multi-Source Streaming Data: A Bayes Risk Approach
    13 years 9 months ago
    Load Shedding in Classifying Multi-Source Streaming Data: A Bayes Risk Approach
    Download  www.cs.ucla.edu
    In many applications, we monitor data obtained from multiple streaming sources for collective decision making. The task presents several challenges. First, data in sensor networks...
    Yijian Bai, Haixun Wang, Carlo Zaniolo
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