Developing and Evaluating Cognitive Architectures with Behavioural Tests

P.C.R. Lane, F. Gobet

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    2 Citations (Scopus)
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    Abstract

    We present a methodology for developing and evaluating cognitive architectures based on behavioural tests and suitable optimisation algorithms. Behavioural tests are used to clarify those aspects of an architecture's implementation which are critical to that theory. By fitting the performance of the architecture to observed behaviour, values for the architecture's parameters can be automatically obtained, and information can be derived about how components of the architecture relate to performance. Finally, with an appropriate optimisation algorithm, different cognitive architectures can be evaluated, and their performances compared on multiple tasks.
    Original languageEnglish
    Number of pages4
    JournalWorkshop on Evaluating Architectures for Intelligence, at the Twenty-Second Conference on Artificial Intelligence
    Issue numberAAAI-2007
    Publication statusPublished - 2007

    Keywords

    • computational modelling
    • testing methodology

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