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Towards inducing HTN domain models from examples

Richardson, N.E., McCluskey, T.L. and West, Margaret M. (2006) Towards inducing HTN domain models from examples. In: 25th Annual Workshop of the UK Planning and Scheduling Special Interest Group (PlanSIG), 14th-15th December, 2006, Nottingham.

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    Abstract

    Domain modelling for AI Planning can be a complex process especially if there is a large number of objects or actions or both to be modelled. This task can be facilitated by tools which induce operators or methods from examples. Further, large and complex domains are more easily constructed if domain languages are used which allow for hierarchical decomposition of domain components. Examples of such a decomposition are object class hierarchies and method hierarchies. This paper describes ongoing work which aims to produce algorithms which learn effective hierarchical decompositions from examples.

    Item Type: Conference or Workshop Item (Paper)
    Subjects: T Technology > T Technology (General)
    Schools: School of Computing and Engineering
    School of Computing and Engineering > Pedagogical Research Group
    School of Computing and Engineering > Informatics Research Group
    School of Computing and Engineering > Informatics Research Group > Knowledge Engineering and Intelligent Interfaces
    Related URLs:
    Depositing User: Briony Heyhoe
    Date Deposited: 26 Jun 2008 16:34
    Last Modified: 16 Dec 2010 13:08
    URI: http://eprints.hud.ac.uk/id/eprint/921

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