Sheila A. McIlraith

  1. On Planning with Preferences in HTN.

    Authors: Shirin Sohrabi, Sheila A. McIlraith
    Subjects: Artificial Intelligence
    Abstract

    In this paper, we address the problem of generating preferred plans by
    combining the procedural control knowledge specified by Hierarchical Task
    Networks (HTNs) with rich qualitative user preferences. The outcome of our work
    is a language for specifyin user preferences, tailored to HTN planning,
    together with a provably optimal preference-based planner, HTNPLAN, that is
    implemented as an extension of SHOP2. To compute preferred plans, we propose an
    approach based on forward-chaining heuristic search.

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