Integrating Logical and Probabilistic Reasoning for Decision Making

27 Mar 2013John S. BreeseEdison Tse

We describe a representation and a set of inference methods that combine logic programming techniques with probabilistic network representations for uncertainty (influence diagrams). The techniques emphasize the dynamic construction and solution of probabilistic and decision-theoretic models for complex and uncertain domains... (read more)

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