Dynamic Bayesian Networks

CSC 261 - Artificial Intelligence - Weinman



Answer the following questions. Record your answers in your Reading Journal.
  1. Give an example from your own experience of something that could be well-modeled as a second-order Markov process. Describe the "transition model" qualitatively and identify a relevant "sensor model."
  2. Select the equation from the Belief Propagation reading that you feel has the greatest similarity to Eq. (15.8) in AIMA. What do you see as the similarities?
  3. Compare and contrast Eq. (15.5) in AIMA to Eq. (19) from the BP reading. What are the similarities? What are the differences?