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Belief revision is an operation that aims at modifying old be-liefs so that they become consistent with new ones. The issue of belief revision has been studied in various formalisms, in particular, in qualitative algebras (QAs) in which the…

人工智能 · 计算机科学 2014-12-15 Valmi Dufour-Lussier , Alice Hermann , Florence Le Ber , Jean Lieber

Traditional logic-based belief revision research focuses on designing rules to constrain the behavior of revision operators. Frameworks have been proposed to characterize iterated revision rules, but they are often too loose, leading to…

人工智能 · 计算机科学 2025-05-13 Hua Meng , Zhiguo Long , Michael Sioutis , Zhengchun Zhou

In this contribution we explore choice revision, a sort of belief change in which the new information is represented by a set of sentences and the agent could accept some of the sentences while rejecting the others. We propose a generalized…

计算机科学中的逻辑 · 计算机科学 2018-05-04 Li Zhang

The (extended) AGM postulates for belief revision seem to deal with the revision of a given theory K by an arbitrary formula, but not to constrain the revisions of two different theories by the same formula. A new postulate is proposed and…

人工智能 · 计算机科学 2007-05-23 Michael Freund , Daniel Lehmann

Belief revision is the task of modifying a knowledge base when new information becomes available, while also respecting a number of desirable properties. Classical belief revision schemes have been already specialised to \emph{binary…

人工智能 · 计算机科学 2022-01-21 Lilith Mattei , Alessandro Facchini , Alessandro Antonucci

This paper deals with belief base revision that is a form of belief change consisting of the incorporation of new facts into an agent's beliefs represented by a finite set of propositional formulas. In the aim to guarantee more reliability…

人工智能 · 计算机科学 2020-09-25 Raïda Ktari , Mohamed Ayman Boujelben

The AGM theory of belief revision has become an important paradigm for investigating rational belief changes. Unfortunately, researchers working in this paradigm have restricted much of their attention to rather simple representations of…

人工智能 · 计算机科学 2013-01-30 Frans Voorbraak

The field of iterated belief change has focused mainly on revision, with the other main operator of AGM belief change theory, i.e. contraction, receiving relatively little attention. In this paper we extend the Harper Identity from…

人工智能 · 计算机科学 2016-04-20 Jake Chandler , Richard Booth

According to Boutillier, Darwiche, Pearl and others, principles for iterated revision can be characterised in terms of changing beliefs about conditionals. For iterated contraction a similar formulation is not known. This is especially…

人工智能 · 计算机科学 2022-02-03 Kai Sauerwald , Gabriele Kern-Isberner , Christoph Beierle

Choice revision is a sort of non-prioritized multiple revision, in which the agent partially accepts the new information represented by a set of sentences. We investigate the construction of choice revision based on a new approach to belief…

逻辑 · 数学 2018-05-02 Li Zhang

We propose a new paradigm for Belief Change in which the new information is represented as sets of models, while the agent's body of knowledge is represented as a finite set of formulae, that is, a finite base. The focus on finiteness is…

计算机科学中的逻辑 · 计算机科学 2023-09-13 Ricardo Guimarães , Ana Ozaki , Jandson S. Ribeiro

Belief revision is the process in which an agent incorporates a new piece of information together with a pre-existing set of beliefs. When the new information comes in the form of a report from another agent, then it is clear that we must…

人工智能 · 计算机科学 2014-05-02 Aaron Hunter

In a probability-based reasoning system, Bayes' theorem and its variations are often used to revise the system's beliefs. However, if the explicit conditions and the implicit conditions of probability assignments `me properly distinguished,…

人工智能 · 计算机科学 2013-03-08 Pei Wang

Knowledge Measures (KMs) aim at quantifying the amount of knowledge/information that a knowledge base carries. On the other hand, Belief Change (BC) is the process of changing beliefs (in our case, in terms of contraction, expansion and…

人工智能 · 计算机科学 2024-03-18 Umberto Straccia , Giovanni Casini

Belief revision has been studied mainly with respect to background logics that are monotonic in character. In this paper we study belief revision when the underlying logic is non-monotonic instead--an inherently interesting problem that is…

人工智能 · 计算机科学 2016-04-05 Zhiqiang Zhuang , James Delgrande , Abhaya Nayak , Abdul Sattar

A belief base revision is developed. The belief base is represented using Unified Answer Set Programs which is capable of representing imprecise and uncertain information and perform nonomonotonic reasoning with them. The base revision…

人工智能 · 计算机科学 2020-11-24 Kumar Sankar Ray , Sandip Paul , Diganta Saha

In previous work ("Knowledge from Probability", TARK 2021) we develop a question-relative, probabilistic account of belief. On this account, what someone believes relative to a given question is (i) closed under entailment, (ii)…

人工智能 · 计算机科学 2023-07-13 Jeremy Goodman , Bernhard Salow

Iterated Belief Change is the research area that investigates principles for the dynamics of beliefs over (possibly unlimited) many subsequent belief changes. In this paper, we demonstrate how iterated belief change is connected to…

人工智能 · 计算机科学 2022-02-21 Kai Sauerwald , Christoph Beierle

The research on non-prioritized revision studies revision operators which do not accept all new beliefs. In this paper, we contribute to this line of research by introducing the concept of dynamic-limited revision, which are revisions…

人工智能 · 计算机科学 2021-08-18 Kai Sauerwald , Gabriele Kern-Isberner , Christoph Beierle

A common assumption in belief revision is that the reliability of the information sources is either given, derived from temporal information, or the same for all. This article does not describe a new semantics for integration but the…

人工智能 · 计算机科学 2021-04-09 Paolo Liberatore
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