BAYESIAN NETWORKS. Bayesian Network Motivation We want a representation and reasoning system that is based on conditional independence Compact yet.
Review: Bayesian learning and inference Suppose the agent has to make decisions about the value of an unobserved query variable X based on the values of.
AI Principles, Lecture on Reasoning Under Uncertainty Reasoning Under Uncertainty (A statistical approach) Jeremy Wyatt.
Tenses Ozi
Bayesian inference A general scenario: Query variables: X Evidence (observed) variables and their values: E = e Unobserved variables: Y Inference.
Review: Bayesian learning and inference
Bayesian networks
Bayesian networks More commonly called graphical models A way to depict conditional independence relationships between random variables A compact specification.
