Inference in Belief Networks

Given a network and a query, compute P(Query|Evidence).

- evidence is obtained from percepts

Possible types of inference

• diagnostic: P(Burglary|JohnCalls)

• causal: P(JohnCalls|Burglary)

• intercausal: P(Burglary|Alarm ^ Earthquake)

• mixed