Browse by Author "Mahmud, M. M. Hassan"

  • Mahmud, M. M. Hassan; Ray, Sylvian R. (2005-01)
    In this paper we propose a Cumulative Learning System for artificial agents that ses the idea of Functional Similarity between states. The general idea of Cumulative Learning is to build a cognitive architecture for an ...

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  • Swarup, Samarth; Mahmud, M. M. Hassan; Lakkaraju, Kiran; Ray, Sylvian R. (2005-02)
    Cognitive architectures should be designed with learning performance as a central goal. A critical feature of intelligence is the ability to apply the knowledge learned in one context to a new context. A cognitive agent ...

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  • Mahmud, M. M. Hassan; Ray, Sylvian R. (2007-06)
    In transfer learning we aim to solve new problems quicker by using information gained from solving related problems. Transfer learning has been successful in practice, and extensive PAC analysis of these methods has been ...

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  • Mahmud, M. M. Hassan (2008-07)
    The aim of transfer learning is to reduce sample complexity required to solve a learning task by using information gained from solving related tasks. Transfer learning has in general been motivated by the observation that ...

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  • Mahmud, M. M. Hassan (2008-07)
    The aim of transfer learning is to reduce sample complexity required to solve a learning task by using information gained from solving related tasks. Transfer learning has in general been motivated by the observation that ...

    application/pdf

    application/pdfPDF (848Kb)