Language classification of hierarchical planning problems

D Höller, G Behnke, P Bercher, S Biundo - ECAI 2014, 2014 - ebooks.iospress.nl
ECAI 2014, 2014ebooks.iospress.nl
Theoretical results on HTN planning are mostly related to the plan existence problem. In this
paper, we study the structure of the generated plans in terms of the language they produce.
We show that such languages are always context-sensitive. Furthermore we identify certain
subclasses of HTN planning problems which generate either regular or context-free
languages. Most importantly we have discovered that HTN planning problems, where
preconditions and effects are omitted, constitute a new class of languages that lies strictly …
Abstract
Theoretical results on HTN planning are mostly related to the plan existence problem. In this paper, we study the structure of the generated plans in terms of the language they produce. We show that such languages are always context-sensitive. Furthermore we identify certain subclasses of HTN planning problems which generate either regular or context-free languages. Most importantly we have discovered that HTN planning problems, where preconditions and effects are omitted, constitute a new class of languages that lies strictly between the context-free and context-sensitive languages.
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