Probabilistic Reasoning
• From the joint probability distribution, we can
answer any probability query.
• From the conditional (in)dependence assumptions
and CPTs of the belief network, we can compute
the joint probability distribution.
• Therefore, a belief network has the probabilistic
information to answer any probability query.
• How do we compute the joint probability
distribution from the belief network?