From Knowledge-based Programs to Graded Belief-based Programs, Part I: On-line Reasoning

Synthese 147 (2):277-321 (2005)
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Abstract

Knowledge-based programs (KBPs) are a powerful notion for expressing action policies in which branching conditions refer to implicit knowledge and call for a deliberation task at execution time. However, branching conditions in KBPs cannot refer to possibly erroneous beliefs or to graded belief, such as “if my belief that φ holds is high then do some action α else perform some sensing action β”.

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