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.