A Modification of the Halpern-Pearl Definition of Causality

May 01, 2015 · Declared Dead · 🏛 International Joint Conference on Artificial Intelligence

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Authors Joseph Y. Halpern arXiv ID 1505.00162 Category cs.AI: Artificial Intelligence Citations 176 Venue International Joint Conference on Artificial Intelligence Last Checked 1 month ago
Abstract
The original Halpern-Pearl definition of causality [Halpern and Pearl, 2001] was updated in the journal version of the paper [Halpern and Pearl, 2005] to deal with some problems pointed out by Hopkins and Pearl [2003]. Here the definition is modified yet again, in a way that (a) leads to a simpler definition, (b) handles the problems pointed out by Hopkins and Pearl, and many others, (c) gives reasonable answers (that agree with those of the original and updated definition) in the standard problematic examples of causality, and (d) has lower complexity than either the original or updated definitions.
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