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We present tableau calculi for some logics of nonmonotonic reasoning, as defined by Kraus, Lehmann and Magidor. We give a tableau proof procedure for all KLM logics, namely preferential, loop-cumulative, cumulative and rational logics. Our…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Laura Giordano , Valentina Gliozzi , Nicola Olivetti , Gian Luca Pozzato

In this paper we present a cut-free sequent calculus, called SeqS, for some standard conditional logics, namely CK, CK+ID, CK+MP and CK+MP+ID. The calculus uses labels and transition formulas and can be used to prove decidability and space…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Nicola Olivetti , Gian Luca Pozzato , Camilla Schwind

Intuitionistic conditional logic, studied by Weiss, Ciardelli and Liu, and Olkhovikov, aims at providing a constructive analysis of conditional reasoning. In this framework, the would and the might conditional operators are no longer…

计算机科学中的逻辑 · 计算机科学 2025-07-04 Tiziano Dalmonte , Marianna Girlando

The preferential conditional logic PCL, introduced by Burgess, and its extensions are studied. First, a natural semantics based on neighbourhood models, which generalise Lewis' sphere models for counterfactual logics, is proposed. Soundness…

计算机科学中的逻辑 · 计算机科学 2020-02-17 Marianna Girlando , Sara Negri , Nicola Olivetti

Lewis' theory of counterfactuals is the foundation of many contemporary notions of causality. In this paper, we extend this theory in the temporal direction to enable symbolic counterfactual reasoning on infinite sequences, such as…

计算机科学中的逻辑 · 计算机科学 2023-06-16 Bernd Finkbeiner , Julian Siber

The semantics for counterfactuals due to David Lewis has been challenged on the basis of unlikely, or impossible, events. Such events may skew a given similarity order in favour of those possible worlds which exhibit them. By updating the…

计算机科学中的逻辑 · 计算机科学 2016-06-28 Patrick Girard , Marcus Anthony Triplett

Counterfactual explanations (CEs) are methods for generating an alternative scenario that produces a different desirable outcome. For example, if a student is predicted to fail a course, then counterfactual explanations can provide the…

机器学习 · 统计学 2023-01-09 Bevan I. Smith

In this paper we present analytic tableau proof systems for various justification logics. We show that the tableau systems are sound and complete with respect to Mkrtychev models. In order to prove the completeness of the tableaux, we give…

逻辑 · 数学 2016-06-14 Meghdad Ghari

We introduce proper display calculi for basic monotonic modal logic, the conditional logic CK and a number of their axiomatic extensions. These calculi are sound, complete, conservative and enjoy cut elimination and subformula property. Our…

Sophisticated machine models are increasingly used for high-stakes decisions in everyday life. There is an urgent need to develop effective explanation techniques for such automated decisions. Rule-Based Explanations have been proposed for…

机器学习 · 计算机科学 2022-11-01 Zixuan Geng , Maximilian Schleich , Dan Suciu

We develop foundations for computing Craig interpolants and similar intermediates of two given formulas with first-order theorem provers that construct clausal tableaux. Provers that can be understood in this way include efficient…

计算机科学中的逻辑 · 计算机科学 2018-10-19 Christoph Wernhard

In this paper we present two terminating tableau calculi for propositional Dummett logic obeying the subformula property. The ideas of our calculi rely on the linearly ordered Kripke semantics of Dummett logic. The first calculus works on…

计算机科学中的逻辑 · 计算机科学 2012-06-21 Guido Fiorino

In this paper we present a theorem proving methodology for a restricted but significant fragment of the conditional language made up of (boolean combinations of) conditional statements with unnested antecedents. The method is based on the…

计算机科学中的逻辑 · 计算机科学 2007-05-23 Alberto Artosi , Guido Governatori

We present a logic for Proximity-based Understanding of Conditionals (PUC-Logic) that unifies the Counterfactual and Deontic logics proposed by David Lewis. We also propose a natural deduction system (PUC-ND) associated to this new logic.…

计算机科学中的逻辑 · 计算机科学 2014-02-10 R. Q. A Fernandes , E. H. Haeusler , L. C. P. D Pereira

We present a computationally grounded semantics for counterfactual conditionals in which i) the state in a model is decomposed into two elements: a propositional valuation and a causal base in propositional form that represents the causal…

计算机科学中的逻辑 · 计算机科学 2025-05-21 Carlos Aguilera-Ventura , Xinghan Liu , Emiliano Lorini , Dmitry Rozplokhas

We introduce a formal logical language, called conditional probability logic (CPL), which extends first-order logic and which can express probabilities, conditional probabilities and which can compare conditional probabilities. Intuitively…

逻辑 · 数学 2021-08-19 Vera Koponen

In this paper a conditional logic is defined and studied. This conditional logic, Deterministic Bayesian Logic, is constructed as a deterministic counterpart to the (probabilistic) Bayesian conditional. The logic is unrestricted, so that…

计算机科学中的逻辑 · 计算机科学 2011-11-09 Frederic Dambreville

The paper is a contribution both to the theoretical foundations and to the actual construction of efficient automatizable proof procedures for non-classical logics. We focus here on the case of finite-valued logics, and exhibit: (i) a…

计算机科学中的逻辑 · 计算机科学 2014-08-19 Carlos Caleiro , João Marcos , Marco Volpe

Evaluation of counterfactual queries (e.g., "If A were true, would C have been true?") is important to fault diagnosis, planning, determination of liability, and policy analysis. We present a method of revaluating counterfactuals when the…

人工智能 · 计算机科学 2013-02-21 Alexander Balke , Judea Pearl

In many applications, it is important to be able to explain the decisions of machine learning systems. An increasingly popular approach has been to seek to provide \emph{counterfactual instance explanations}. These specify close possible…

人工智能 · 计算机科学 2021-09-22 Adam White , Artur d'Avila Garcez
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