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New Advances in GraphHTN: Identifying Independent Subproblems in Large HTN Domainsby: Amnon Lotem, Dana S. Nau
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AbstractWe describe in this paper a new method for extracting knowledge on Hierarchical Task-Network (HTN) planning problems for speeding up the search. This knowledge is gathered by propagating properties through an AND/OR tree that represents disjunctively all possible decompositions of an HTN planning problem. We show how to use this knowledge during the search process of our GraphHTN planner, to split the current refined planning problem into independent subproblems. We also present new...
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