Intention Guided Belief Revision

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Title Intention Guided Belief Revision
Author Cleaver, Tim William; Sattar, Abdul
Publication Title Proceedings of the twenty-second AAAI conference on artificial intelligence
Editor Anthony Cohn
Year Published 2007
Place of publication Menlo Park, California
Publisher AAAI Press
Abstract This paper aims to investigate methodologies to utilize an agent's intentions as a means to guide the revision of its beliefs. For this purpose, we develop a collection of belief revision operators that employ the effect of the revision on the agent's intentions as the selection criteria. These operators are then assessed for rationality against the traditional AGM postulates. There is a large volume of work concerned with classical belief revision, the primary issue of which is the mitigation of the uncertainty inherent in environments in which belief revision is necessary. Traditionall approaches attempt to assess the explanatory power of beliefs and utilize this as a heuristic to resolve this ambiguity. We argue that for practical reasoning systems, whose primary focus lies in the maintenance of behaviour and not information, an agent's intentions provide a better guide.
Peer Reviewed Yes
Published Yes
Publisher URI
Alternative URI
ISBN 9781577353232
Conference name The Twenty-Second AAAI Conference on Artificial Intelligence (AAAI-07)
Location Vancouver, Canada
Date From 2007-07-22
Date To 2007-07-26
Date Accessioned 2008-03-06
Language en_AU
Research Centre Institute for Integrated and Intelligent Systems
Faculty Faculty of Science, Environment, Engineering and Technology
Subject Other Artificial Intelligence
Publication Type Conference Publications (Full Written Paper - Refereed)
Publication Type Code e1

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