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Plan recognition design

    Research output: Contribution to conferencePaperpeer-review

    8 Scopus citations

    Abstract

    Goal Recognition Design (GRD) is the problem of designing a domain in a way that will allow easy identification of agents' goals. This work extends the original GRD problem to the Plan Recognition Design (PRD) problem which is the task of designing a domain using plan libraries in order to facilitate fast identification of an agent's plan. While GRD can help to explain faster which goal the agent is trying to achieve, PRD can help in faster understanding of how the agent is going to achieve its goal. we define a new measure that quantifies the worst-case distinctiveness of a given planning domain, propose a method to reduce it in a given domain and show the reduction of this new measure in three domains from the literature.

    Original languageEnglish
    Pages4971-4972
    Number of pages2
    StatePublished - 1 Jan 2017
    Event31st AAAI Conference on Artificial Intelligence, AAAI 2017 - San Francisco, United States
    Duration: 4 Feb 201710 Feb 2017

    Conference

    Conference31st AAAI Conference on Artificial Intelligence, AAAI 2017
    Country/TerritoryUnited States
    CitySan Francisco
    Period4/02/1710/02/17

    ASJC Scopus subject areas

    • Artificial Intelligence

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