Causality and Minimal Change Demystified

Maurice Pagnucco, Pavlos Peppas

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contribution

7 Citations (Scopus)

Abstract

The Principle of Minimal Change is prevalent in various guises throughout the development of areas such as reasoning about action, belief change and nonmonotonic reasoning. Recent literature has witnessed the proposal of several theories of action that adopt an explicit representation of causality. It is claimed that an explicit notion of causality is able to deal with the frame problem in a manner not possible with traditional approaches based on minimal change. However, such claims remain untested by all but representative examples. It is our purpose here to objectively test these claims in an abstract sense; to determine whether an explicit representation of causality is capable of providing something that the Principle of Minimal Change is unable to capture. Working towards this end, we provide a precise characterisation of the limit of applicability of minimal change.
Original languageEnglish
Title of host publicationProceedings of The Seventeenth International Joint Conference on Artificial Intelligence
EditorsNebel Bernhard
Place of PublicationSan Francisco, USA
PublisherMorgan Kaufmann Publishers
Pages125-130
Number of pages6
ISBN (Print)1558608125
Publication statusPublished - 2001
Externally publishedYes
EventSeventeenth International Joint Conference On Artificial Intelligence - Seattle, USA
Duration: 4 Aug 200110 Aug 2001

Conference

ConferenceSeventeenth International Joint Conference On Artificial Intelligence
CitySeattle, USA
Period4/08/0110/08/01

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