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An Investigation into Using Object Constraints to Synthesize Planning Domain

Shah, Mohammad Munshi Shahin, McCluskey, T.L. and West, Margaret M. (2009) An Investigation into Using Object Constraints to Synthesize Planning Domain. In: ICAPS 2009 Doctoral Consortium, September 19th 2009, Thessaloniki, Greece.

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    Abstract

    This thesis work concerns the area of automated acquisition
    of planning domain models from one or more examples of
    plans within the domain under study. It assumes that an adequate
    domain model for a domain can be composed of objects
    arranged in collections called object sorts. Recently, two
    systems have had success in using this underlying assumption:
    the Opmaker2 system (McCluskey et al. 2009), and
    the LOCM system (Cresswell, McCluskey, and West 2009).
    The former requires only one solution plan as input, as long
    as it contains at least one instance of each operator schema
    to be synthesized. It does require a partial domain model as
    well as the example plan, and the initial and goal states of
    the plan. In contrast LOCM requires no background information,
    but requires many instances of plans before it can
    synthesize domain models. Our aim is to build on these systems,
    and establish an experimental and theoretical basis for
    using object - centred assumptions to underlie the automated
    acquisition of planning domain models.

    Item Type: Conference or Workshop Item (Paper)
    Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
    Schools: School of Computing and Engineering
    School of Computing and Engineering > Informatics Research Group
    School of Computing and Engineering > Informatics Research Group > Knowledge Engineering and Intelligent Interfaces
    School of Computing and Engineering > Pedagogical Research Group
    Related URLs:
    Depositing User: Thomas Mccluskey
    Date Deposited: 22 Dec 2009 11:05
    Last Modified: 23 Dec 2013 14:06
    URI: http://eprints.hud.ac.uk/id/eprint/6649

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