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Tight Bounds for Lifted HTN Plan Verification and Bounded Plan Existence

Title: Tight Bounds for Lifted HTN Plan Verification and Bounded Plan Existence
Authors: Lauer, Pascal; Lin, Songtuan; Bercher, Pascal
Source: Proceedings of the International Conference on Automated Planning and Scheduling; Vol. 35 (2025): Proceedings of the Thirty-Fifth International Conference on Automated Planning and Scheduling; 64-73 ; 2334-0843 ; 2334-0835
Publisher Information: Association for the Advancement of Artificial Intelligence
Publication Year: 2025
Collection: Association for the Advancement of Artificial Intelligence: AAAI Publications
Description: Plan verification is a canonical problem within any planning setting to ensure correctness. This problem is closely linked to the bounded plan existence problem. We analyze the complexity of these problems on lifted representations for Hierarchical Task Network (HTN) Planning. On top of the general analysis, we impose constraints on method orderings and the amount of tasks that methods decompose to. This pinpoints subclasses with lower complexity. Our results confirm the existence of more efficient algorithms when operating on the lifted, instead of grounded, representation.
Document Type: article in journal/newspaper
File Description: application/pdf
Language: English
Relation: https://ojs.aaai.org/index.php/ICAPS/article/view/36102/38256; https://ojs.aaai.org/index.php/ICAPS/article/view/36102
DOI: 10.1609/icaps.v35i1.36102
Availability: https://ojs.aaai.org/index.php/ICAPS/article/view/36102; https://doi.org/10.1609/icaps.v35i1.36102
Rights: Copyright (c) 2024 Association for the Advancement of Artificial Intelligence
Accession Number: edsbas.B3FE71D2
Database: BASE