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. Consider the sensor Markov assumption of Equation (15.2).
    1. Identify a situation or system where the assumption might be inappropriate.
    2. Briefly explain the deficiency.
    3. Propose one or more new additional dependencies and briefly explain how they remedy the model deficiency.