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Thinking About Causation: A Causal Language with Epistemic Operators

2020-10-30 12:16:45
Fausto Barbero, Katrin Schulz, Sonja Smets, Fernando R. Velázquez-Quesada, Kaibo Xie
arXiv_AI
           
Abstract

This paper proposes a formal framework for modeling the interaction of causal and (qualitative) epistemic reasoning. To this purpose, we extend the notion of a causal model with a representation of the epistemic state of an agent. On the side of the object language, we add operators to express knowledge and the act of observing new information. We provide a sound and complete axiomatization of the logic, and discuss the relation of this framework to causal team semantics.

Abstract (translated)

URL

https://arxiv.org/abs/2010.16217

PDF

https://arxiv.org/pdf/2010.16217.pdf

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