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Author: Jabbari Arfaee, Shahab Subject: Heuristic Search Collections: Graduate and Postdoctoral Studies (GPS), Faculty of /Theses and Dissertations

  • Bootstrap Learning of Heuristic Functions

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    Fall 2010

    Jabbari Arfaee, Shahab

    We investigate the use of machine learning to create effective heuristics for single-agent search. Our method aims to generate a sequence of heuristics from a given weak heuristic h{0} and a set of unlabeled training instances using a bootstrapping procedure. The training instances that can be...

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