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    AIPS
    2008
    116views Artificial Intelligence» more  AIPS 2008»
    Structural Patterns Heuristics via Fork Decomposition
    13 years 10 months ago
    Structural Patterns Heuristics via Fork Decomposition
    Download  www.aaai.org
    We consider a generalization of the PDB homomorphism abstractions to what is called "structural patterns". The bais in abstracting the problem in hand into provably trac...
    Michael Katz, Carmel Domshlak
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    AIPS
    2008
    99views Artificial Intelligence» more  AIPS 2008»
    In Search of the Tractability Boundary of Planning Problems
    13 years 10 months ago
    In Search of the Tractability Boundary of Planning Problems
    Download  www.dtic.upf.edu
    Recently, considerable focus has been given to the problem of determining the boundary between tractable and intractable planning problems. To this end, we present complexity resu...
    Omer Giménez, Anders Jonsson
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    FLAIRS
    2007
    116views Artificial Intelligence» more  FLAIRS 2007»
    A Decision Theoretic View on Choosing Heuristics for Discovery of Graphical Models
    13 years 10 months ago
    A Decision Theoretic View on Choosing Heuristics for Discovery of Graphical Models
    Download  www.aaai.org
    Discovery of graphical models is NP-hard in general, which justifies using heuristics. We consider four commonly used heuristics. We summarize the underlying assumptions and anal...
    Yang Xiang
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    FLAIRS
    2007
    106views Artificial Intelligence» more  FLAIRS 2007»
    Naive Bayes and Decision Trees for Function Tagging
    13 years 10 months ago
    Naive Bayes and Decision Trees for Function Tagging
    Download  www.aaai.org
    This paper describes the use of two machine learning techniques, naive Bayes and decision trees, to address the task of assigning function tags to nodes in a syntactic parse tree....
    Mihai C. Lintean, Vasile Rus
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    FLAIRS
    2008
    103views Artificial Intelligence» more  FLAIRS 2008»
    A Case-Based Reasoning Approach to Imitating RoboCup Players
    13 years 10 months ago
    A Case-Based Reasoning Approach to Imitating RoboCup Players
    Download  www.aaai.org
    We describe an effort to train a RoboCup soccer-playing agent playing in the Simulation League using casebased reasoning. The agent learns (builds a case base) by observing the be...
    Michael W. Floyd, Babak Esfandiari, Kevin Lam
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