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    AAAI
    2015
    26views Intelligent Agents» more  AAAI 2015»
    Robustness in Probabilistic Temporal Planning
    10 years 1 months ago
    Robustness in Probabilistic Temporal Planning
    Download  www.cs.hmc.edu
    Flexibility in agent scheduling increases the resilience of temporal plans in the face of new constraints. However, current metrics of flexibility ignore domain knowledge about h...
    Jeb Brooks, Emilia Reed, Alexander Gruver, James C...
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    AAAI
    2015
    24views Intelligent Agents» more  AAAI 2015»
    Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regres
    10 years 1 months ago
    Learning Plausible Inferences from Semantic Web Knowledge by Combining Analogical Generalization with Structured Logistic Regres
    Download  www.qrg.northwestern.edu
    Fast and efficient learning over large bodies of commonsense knowledge is a key requirement for cognitive systems. Semantic web knowledge bases provide an important new resource o...
    Chen Liang, Kenneth D. Forbus
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    AAAI
    2015
    22views Intelligent Agents» more  AAAI 2015»
    Time-Sensitive Opinion Mining for Prediction
    10 years 1 months ago
    Time-Sensitive Opinion Mining for Prediction
    Download  i.cs.hku.hk
    Users commonly use Web 2.0 platforms to post their opinions and their predictions about future events (e.g., the movement of a stock). Therefore, opinion mining can be used as a t...
    Wenting Tu, David Wai-Lok Cheung, Nikos Mamoulis
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    AAAI
    2015
    16views Intelligent Agents» more  AAAI 2015»
    A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing
    10 years 1 months ago
    A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing
    Download  www.cs.cornell.edu
    Algorithmic reductions are one of the corner stones of theoretical computer science. Surprisingly, to-date, they have only played a limited role in machine learning. In this paper...
    Quan Zhou, Wenlin Chen, Shiji Song, Jacob R. Gardn...
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    AAAI
    2015
    8views Intelligent Agents» more  AAAI 2015»
    Multi-Objective MDPs with Conditional Lexicographic Reward Preferences
    10 years 1 months ago
    Multi-Objective MDPs with Conditional Lexicographic Reward Preferences
    Download  rbr.cs.umass.edu
    Sequential decision problems that involve multiple objectives are prevalent. Consider for example a driver of a semiautonomous car who may want to optimize competing objectives su...
    Kyle Hollins Wray, Shlomo Zilberstein, Abdel-Illah...
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