The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis on a Real-world Case Study
PDDL+ is an expressive formalism that allows for the use of planning in complex real-world applications. It includes a number of features designed to improve the readability and conciseness of the resulting knowledge models, but that are commonly doubted to have detrimental impact on the performance...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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LibraryPress@UF
2024-05-01
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| Series: | Proceedings of the International Florida Artificial Intelligence Research Society Conference |
| Online Access: | https://journals.flvc.org/FLAIRS/article/view/135326 |
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| _version_ | 1850271191011426304 |
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| author | Anas El Kouaiti Francesco Percassi Alessandro Saetti Mauro Vallati |
| author_facet | Anas El Kouaiti Francesco Percassi Alessandro Saetti Mauro Vallati |
| author_sort | Anas El Kouaiti |
| collection | DOAJ |
| description | PDDL+ is an expressive formalism that allows for the use of planning in complex real-world applications. It includes a number of features designed to improve the readability and conciseness of the resulting knowledge models, but that are commonly doubted to have detrimental impact on the performance of domain-independent searches and heuristics. In this paper we empirically assess the impact of such features in a challenging real-world case study. |
| format | Article |
| id | doaj-art-0d004b30102f4023839ce4dba347b61b |
| institution | OA Journals |
| issn | 2334-0754 2334-0762 |
| language | English |
| publishDate | 2024-05-01 |
| publisher | LibraryPress@UF |
| record_format | Article |
| series | Proceedings of the International Florida Artificial Intelligence Research Society Conference |
| spelling | doaj-art-0d004b30102f4023839ce4dba347b61b2025-08-20T01:52:19ZengLibraryPress@UFProceedings of the International Florida Artificial Intelligence Research Society Conference2334-07542334-07622024-05-013710.32473/flairs.37.1.13532671699The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis on a Real-world Case StudyAnas El Kouaiti0Francesco Percassi1Alessandro Saetti2Mauro Vallati3University of BresciaUniversity of HuddersfieldUniversity of BresciaVallatiPDDL+ is an expressive formalism that allows for the use of planning in complex real-world applications. It includes a number of features designed to improve the readability and conciseness of the resulting knowledge models, but that are commonly doubted to have detrimental impact on the performance of domain-independent searches and heuristics. In this paper we empirically assess the impact of such features in a challenging real-world case study.https://journals.flvc.org/FLAIRS/article/view/135326 |
| spellingShingle | Anas El Kouaiti Francesco Percassi Alessandro Saetti Mauro Vallati The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis on a Real-world Case Study Proceedings of the International Florida Artificial Intelligence Research Society Conference |
| title | The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis on a Real-world Case Study |
| title_full | The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis on a Real-world Case Study |
| title_fullStr | The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis on a Real-world Case Study |
| title_full_unstemmed | The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis on a Real-world Case Study |
| title_short | The Impact of PDDL+ Language Features on Planning Performance: An Empirical Analysis on a Real-world Case Study |
| title_sort | impact of pddl language features on planning performance an empirical analysis on a real world case study |
| url | https://journals.flvc.org/FLAIRS/article/view/135326 |
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