AGM Revision of Beliefs about Action and Time

Marc van Zee, Dragan Doder, Mehdi Dastani, Leendert W. N. van der Torre

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    Abstract

    The AGM theory of belief revision is based on propositional belief sets. In this paper we develop a logic for revision of temporal belief bases, containing expressions about temporal propositions (tomorrow it will rain), possibility (it may rain tomorrow), actions (the robot enters the room) and pre- and post-conditions of these actions. We prove the Katsuno-Mendelzon and the Darwiche-Pearl representation theorems by restricting the logic to formulas representing beliefs up to certain time. We illustrate our belief change model through several examples.
    Original languageEnglish
    Title of host publicationProceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, IJCAI 2015, Buenos Aires, Argentina, July 25-31, 2015
    EditorsQ. Yang, M. Wooldridge
    PublisherAAAI Press
    Pages3250-3256
    Number of pages7
    ISBN (Print)978-1-57735-738-4
    DOIs
    Publication statusPublished - 2015

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