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Symmetries and Other Variations of “End-Recursive” HTN Problems: Mapping the Border Between Decidable and Undecidable Restrictions

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review

Abstract

In this paper, we investigate the complexity of determining if various restricted forms of hierarchical task network (HTN) planning have a plan. We perform a systematic analysis of new restrictions formed by applying symmetries and relaxations to two existing restrictions called regularity and tailrecursiveness. By doing so, we confirm that many variations on common restrictions do not affect the complexity of the plan existence problem. However, we also obtain the counterintuitive result that combining some of these seemingly inert relaxations together renders the plan existence problem undecidable. Additionally, we unearth a critical difference in definitions between an early paper on HTN planning and modern formalisms that appears to have gone unnoticed.

Original languageEnglish
Title of host publicationProceedings of the AAAI Conference on Artificial Intelligence
EditorsSven Koenig, Chad Jenkins, Matthew E. Taylor
PublisherAAAI Press
Pages36412-36420
Number of pages9
Volume40
Edition43
ISBN (Electronic)978-1-57735-906-7
ISBN (Print)9781577359067
DOIs
Publication statusPublished - 14 Mar 2026
Event40th AAAI Conference on Artificial Intelligence, AAAI 2026 - Singapore, Singapore
Duration: 20 Jan 2026 → 27 Jan 2026

Publication series

NameProceedings of the AAAI Conference on Artificial Intelligence
Number43
Volume40
ISSN (Print)2159-5399
ISSN (Electronic)2374-3468

Conference

Conference40th AAAI Conference on Artificial Intelligence, AAAI 2026
Country/TerritorySingapore
CitySingapore
Period20/01/26 → 27/01/26

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