Counterfactual Causality from First Principles?

October 10, 2017 · The Ethereal · 🏛 CREST

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Authors Gregor Gössler, Oleg Sokolsky, Jean-Bernard Stefani arXiv ID 1710.03393 Category cs.LO: Logic in CS Cross-listed cs.AI Citations 9 Venue CREST Last Checked 6 months ago
Abstract
In this position paper we discuss three main shortcomings of existing approaches to counterfactual causality from the computer science perspective, and sketch lines of work to try and overcome these issues: (1) causality definitions should be driven by a set of precisely specified requirements rather than specific examples; (2) causality frameworks should support system dynamics; (3) causality analysis should have a well-understood behavior in presence of abstraction.
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