Hierarchical planning and reasoning about partially ordered plans—From theory to practice. Issue 4 (8th December 2022)

• Record Type: Journal Article
• Authors: Bercher, Pascal
• Is Part Of: AI magazine. Volume 43:Issue 4(2022)
• Page Start: 353
• Page End: 364
• Publication Date: 2022-12-08
• Subjects: Artificial intelligence -- Periodicals; Artificial intelligence -- Computer programs -- Periodicals; System design -- Periodicals; Artificial intelligence -- Technological innovations -- Periodicals; Artificial intelligence -- Industrial applications -- Periodicals; Artificial intelligence -- Educational applications -- Periodicals; Intelligence artificielle -- Périodiques; Intelligence artificielle -- Logiciels -- Périodiques; Conception de systèmes -- Périodiques; Intelligence artificielle -- Innovations -- Périodiques; Intelligence artificielle -- Applications industrielles -- Périodiques; Intelligence artificielle -- Applications en éducation -- Périodiques; Artificial intelligence; Artificial intelligence -- Computer programs; Artificial intelligence -- Educational applications; Artificial intelligence -- Industrial applications; System design; Kunstmatige intelligentie; Electronic journals; Periodicals; Periodicals; 006.305
• DOI: 10.1002/aaai.12073
• Languages: English
• ISSNs: 0738-4602

Abstract

Abstract: This invited paper (part of the New Faculty Highlights Invited Speaker Program of AAAI'21 * ) surveys my work done until today. The reviewed work focuses on hierarchical task network (HTN) planning as well as on partial order causal link (POCL) planning. Lines of research include theoretical investigations (mostly computational complexity analyses), heuristic search, as well as the practical application of the technology for planning‐based assistants, which support a human user in carrying out various tasks.