Distributed Revision of Belief Commitment in Multi-Hypothesis Interpretations

27 Mar 2013 Judea Pearl

This paper extends the applications of belief-networks to include the revision of belief commitments, i.e., the categorical acceptance of a subset of hypotheses which, together, constitute the most satisfactory explanation of the evidence at hand. A coherent model of non-monotonic reasoning is established and distributed algorithms for belief revision are presented... (read more)

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