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    AAAI
    2006
    118views Intelligent Agents» more  AAAI 2006»
    Hard Constrained Semi-Markov Decision Processes
    14 years 1 months ago
    Hard Constrained Semi-Markov Decision Processes
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    In multiple criteria Markov Decision Processes (MDP) where multiple costs are incurred at every decision point, current methods solve them by minimising the expected primary cost ...
    Wai-Leong Yeow, Chen-Khong Tham, Wai-Choong Wong
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    AAAI
    2006
    121views Intelligent Agents» more  AAAI 2006»
    A Unified Knowledge Based Approach for Sense Disambiguation and Semantic Role Labeling
    14 years 1 months ago
    A Unified Knowledge Based Approach for Sense Disambiguation and Semantic Role Labeling
    Download  www.cs.utexas.edu
    In this paper, we present a unified knowledge based approach for sense disambiguation and semantic role labeling. Our approach performs both tasks through a single algorithm that ...
    Peter Z. Yeh, Bruce W. Porter, Ken Barker
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    AAAI
    2006
    182views Intelligent Agents» more  AAAI 2006»
    An Efficient Algorithm for Local Distance Metric Learning
    14 years 1 months ago
    An Efficient Algorithm for Local Distance Metric Learning
    Download  www.cs.cmu.edu
    Learning application-specific distance metrics from labeled data is critical for both statistical classification and information retrieval. Most of the earlier work in this area h...
    Liu Yang, Rong Jin, Rahul Sukthankar, Yi Liu
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    AAAI
    2006
    107views Intelligent Agents» more  AAAI 2006»
    Dual Search in Permutation State Spaces
    14 years 1 months ago
    Dual Search in Permutation State Spaces
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    Geometrical symmetries are commonly exploited to improve the efficiency of search algorithms. We introduce a new logical symmetry in permutation state spaces which we call duality...
    Uzi Zahavi, Ariel Felner, Robert Holte, Jonathan S...
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    AAAI
    2006
    97views Intelligent Agents» more  AAAI 2006»
    Interpretation of Design Drawings by Analogy
    14 years 1 months ago
    Interpretation of Design Drawings by Analogy
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    Patrick W. Yaner, Ashok K. Goel
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    AAAI
    2006
    116views Intelligent Agents» more  AAAI 2006»
    Improve Web Search Using Image Snippets
    14 years 1 months ago
    Improve Web Search Using Image Snippets
    Download  lamda.nju.edu.cn
    The Web has become the largest information repository over the world. Therefore, effectively and efficiently searching the Web becomes a key challenge. Previous research on Web se...
    Xiao-Bing Xue, Zhi-Hua Zhou, Zhongfei (Mark) Zhang
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    AAAI
    2006
    126views Intelligent Agents» more  AAAI 2006»
    Robust Support Vector Machine Training via Convex Outlier Ablation
    14 years 1 months ago
    Robust Support Vector Machine Training via Convex Outlier Ablation
    Download  webdocs.cs.ualberta.ca
    One of the well known risks of large margin training methods, such as boosting and support vector machines (SVMs), is their sensitivity to outliers. These risks are normally mitig...
    Linli Xu, Koby Crammer, Dale Schuurmans
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    AAAI
    2006
    87views Intelligent Agents» more  AAAI 2006»
    A New Approach to Estimating the Expected First Hitting Time of Evolutionary Algorithms
    14 years 1 months ago
    A New Approach to Estimating the Expected First Hitting Time of Evolutionary Algorithms
    Download  cs.nju.edu.cn
    The expected first hitting time is an important issue in theoretical analyses of evolutionary algorithms since it implies the average computational time complexity. In this paper,...
    Yang Yu, Zhi-Hua Zhou
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    AAAI
    2006
    101views Intelligent Agents» more  AAAI 2006»
    On the Complexity of Linking Deductive and Abstract Argument Systems
    14 years 1 months ago
    On the Complexity of Linking Deductive and Abstract Argument Systems
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    Michael Wooldridge, Paul E. Dunne, Simon Parsons
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    AAAI
    2006
    87views Intelligent Agents» more  AAAI 2006»
    Decision Tree Methods for Finding Reusable MDP Homomorphisms
    14 years 1 months ago
    Decision Tree Methods for Finding Reusable MDP Homomorphisms
    Download  www.aaai.org
    straction is a useful tool for agents interacting with environments. Good state abstractions are compact, reuseable, and easy to learn from sample data. This paper and extends two...
    Alicia P. Wolfe, Andrew G. Barto
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