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Constructive belief and rational representation

 

作者: Jon Doyle,  

 

期刊: Computational Intelligence  (WILEY Available online 1989)
卷期: Volume 5, issue 1  

页码: 1-11

 

ISSN:0824-7935

 

年代: 1989

 

DOI:10.1111/j.1467-8640.1989.tb00311.x

 

出版商: Blackwell Publishing Ltd

 

关键词: knowledge representation;logic;rational representation;explicit belief;implicit belief;manifest belief;constructive belief;incompleteness;inconsistency;resource‐limited reasoning;représentation des connaissances logiques;représentation rationnelle;croyanc

 

数据来源: WILEY

 

摘要:

It is commonplace in artificial intelligence to divide an agent's explicit beliefs into two parts: the beliefs explicitly represented ormanifestin memory, and the implicitly represented orconstructivebeliefs that are repeatedly reconstructed when needed rather than memorized. Many theories of knowledge view the relation between manifest and constructive beliefs as a logical relation, with the manifest beliefs representing the constructive beliefs through a logic of belief. This view, however, limits the ability of a theory to treat incomplete or inconsistent sets of beliefs in useful ways. We argue that a more illuminating view is that belief is the result ofrational representation.In this theory, the agent obtains its constructive beliefs by using its manifest beliefs and preferences to rationally (in the sense of decision theory) choose the most useful conclusions indicated by the manifest beliefs.

 

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