A Survey on Case-Based Planning

Authors:
Luca Spalzzi
Affiliations:
Istituto di Informatica, University of Ancona, Via Brecce Bianche, 60131 Ancona, Italy (E-mail: spalazzi@inform.unian.it)
Venue:
Artificial Intelligence Review
Year:
2001

Citing 47
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Abstract

Case-based planning is the reuse of past successful plansin order to solve new planning problems.This paper presents a survey of case-based planning, in terms ofits historical roots, underlying foundations, methods andtechniques currently used, limitations, and future trends.Several authors have given overviews on case-based reasoningand specific topics such as case retrieval, case adaptation,and learning. This overview differs in focus.Its aim is to emphasize the case-based approach to planning,its methodological issues, and its relation to classical planningand the other kinds of case-based reasoning.It also provides some reference models.