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Counterfactual dependency and actual causation in CP-logic and structural models: A comparison
Book Contribution - Book Chapter Conference Contribution
Abstract:The solution to the problem of actual causation - i.e. determining what caused an effect in a specific scenario - put forward by Halpern and Pearl recently has received a lot of attention. It forms the basis for many other approaches within the dominant tradition of counterfactual theories of causation. However, their solu- tion runs into a number of difficulties for a certain type of examples exhibiting so- called switching causation and early preemption. We discuss these in the light of the core concept of counterfactual dependency, and offer a comparison with the recent definition of actual causation formulated in CP-logic. We argue both that for this type of examples the CP-logic definition provides better anwers, and that it does more justice to the fundamental intuitions underlying counterfactual dependency.
Book: Proceedings of the Sixth Starting AI Researchers’ Symposium
Pages: 35 - 46
ISBN:978-1-61499-095-6
Publication year:2012
BOF-keylabel:yes
IOF-keylabel:yes
Authors from:Higher Education
Accessibility:Open
Review status:Peer-reviewed