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Modeling Belief in Dynamic Systems, Part II: Revisions and Update

机译:动态系统中的信念建模,第二部分:修订和更新

摘要

The study of belief change has been an active area in philosophy and AI. Inrecent years two special cases of belief change, belief revision and beliefupdate, have been studied in detail. In a companion paper, we introduce a newframework to model belief change. This framework combines temporal andepistemic modalities with a notion of plausibility, allowing us to examine thechange of beliefs over time. In this paper, we show how belief revision andbelief update can be captured in our framework. This allows us to compare theassumptions made by each method, and to better understand the principlesunderlying them. In particular, it shows that Katsuno and Mendelzon's notion ofbelief update depends on several strong assumptions that may limit itsapplicability in artificial intelligence. Finally, our analysis allow us toidentify a notion of minimal change that underlies a broad range of beliefchange operations including revision and update.
机译:信念改变的研究一直是哲学和人工智能领域的活跃领域。最近几年,对信念改变的两个特殊情况,信念修正和信念更新进行了详细研究。在随附的论文中,我们引入了一个新框架来模拟信念变化。该框架将时间和认知方式与合理性概念结合在一起,使我们能够研究信仰随时间的变化。在本文中,我们展示了如何在我们的框架中捕获信念修订和信念更新。这使我们可以比较每种方法的假设,并更好地理解它们的基本原理。特别是,它表明,Katsuno和Mendelzon的信念更新概念依赖于可能会限制其在人工智能中的适用性的几个强有力的假设。最后,我们的分析使我们能够确定最小变更的概念,该概念是广泛的信念变更操作(包括修订和更新)的基础。

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  • 年度 2003
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  • 正文语种 {"code":"en","name":"English","id":9}
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