Hierarchical Plan Repair via Plan Recognition and Plan Correction

Hierarchical planning extends classical planning by introducing a hierarchy of tasks describing how tasks decompose into subtasks until primitive tasks -- actions -- forming a plan are obtained. Plan repair deals with plans that failed to execute due to a sudden state change. In particular, plan repair modifies the not-yet executed suffix of the plan to achieve the original goal. Hierarchical plan repair aims to modify a partially executed plan while respecting the task hierarchy. This paper describes how hierarchical plan repair can be realized by solving closely related hierarchical plan recognition and correction problems.

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Publication Details

Journal
Proceedings of the ... International Florida Artificial Intelligence Research Society Conference
Published
2025-05-14
DOI
https://doi.org/10.32473/flairs.38.1.138868
Primary Topic
AI-based Problem Solving and Planning
Type
article
Field-Weighted Citation Impact
0.00

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article

Hierarchical Plan Repair via Plan Recognition and Plan Correction

Roman Barták, Kristýna Pantůčková
Proceedings of the ... International Florida Artificial Intelligence Research Society Conference
AI-based Problem Solving and Planning
article

Hierarchical Plan Repair via Plan Recognition and Plan Correction

Roman Barták, Kristýna Pantůčková
article en

Abstract

Hierarchical planning extends classical planning by introducing a hierarchy of tasks describing how tasks decompose into subtasks until primitive tasks -- actions -- forming a plan are obtained. Plan repair deals with plans that failed to execute due to a sudden state change. In particular, plan repair modifies the not-yet executed suffix of the plan to achieve the original goal. Hierarchical plan repair aims to modify a partially executed plan while respecting the task hierarchy. This paper describes how hierarchical plan repair can be realized by solving closely related hierarchical plan recognition and correction problems.

Proceedings of the ... International Florida Artificial Intelligence Research Society ConferenceVol. 38
Charles University (CZ)
Grantová Agentura České Republiky
Openalex Percentile: Top 71%
AI-based Problem Solving and Planning
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