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    NIPS
    2007
    146views Information Technology» more  NIPS 2007»
    Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs
    13 years 10 months ago
    Optimistic Linear Programming gives Logarithmic Regret for Irreducible MDPs
    Download  books.nips.cc
    We present an algorithm called Optimistic Linear Programming (OLP) for learning to optimize average reward in an irreducible but otherwise unknown Markov decision process (MDP). O...
    Ambuj Tewari, Peter L. Bartlett
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    UAI
    2008
    194views Artificial Intelligence» more  UAI 2008»
    Hierarchical POMDP Controller Optimization by Likelihood Maximization
    13 years 10 months ago
    Hierarchical POMDP Controller Optimization by Likelihood Maximization
    Download  uai2008.cs.helsinki.fi
    Planning can often be simplified by decomposing the task into smaller tasks arranged hierarchically. Charlin et al. [4] recently showed that the hierarchy discovery problem can be...
    Marc Toussaint, Laurent Charlin, Pascal Poupart
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    SEC
    2007
    157views Security Privacy» more  SEC 2007»
    Building a Distributed Semantic-aware Security Architecture
    13 years 10 months ago
    Building a Distributed Semantic-aware Security Architecture
    Download  epub.uni-regensburg.de
    Enhancing the service-oriented architecture paradigm with semantic components is a new field of research and goal of many ongoing projects. The results lead to more powerful web a...
    Jan Kolter, Rolf Schillinger, Günther Pernul
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    AAAI
    2006
    161views Intelligent Agents» more  AAAI 2006»
    Sample-Efficient Evolutionary Function Approximation for Reinforcement Learning
    13 years 10 months ago
    Sample-Efficient Evolutionary Function Approximation for Reinforcement Learning
    Download  staff.science.uva.nl
    Reinforcement learning problems are commonly tackled with temporal difference methods, which attempt to estimate the agent's optimal value function. In most real-world proble...
    Shimon Whiteson, Peter Stone
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    ISCAPDCS
    2004
    113views Distributed And Parallel Com...» more  ISCAPDCS 2004»
    An Adaptive OpenMP Loop Scheduler for Hyperthreaded SMPs
    13 years 10 months ago
    An Adaptive OpenMP Loop Scheduler for Hyperthreaded SMPs
    Download  liberty.princeton.edu
    Hyperthreaded(HT) and simultaneous multithreaded (SMT) processors are now available in commodity workstations and servers. This technology is designed to increase throughput by ex...
    Yun Zhang, Mihai Burcea, Victor Cheng, Ron Ho, Mic...
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