CS408: Advanced Artificial Intelligence

Upon successful completion of this unit, you will be able to:

• Define and compare/contrast propositional logic, first-order logic, fuzzy logic, and default logic.
• List the rules of probability and define Bayes' theorem and Bayesian inference.
• Use probabilistic graphical models.
• Compare and contrast the hidden Markov model and the Baysian network.
• Define Kaufman filter and decsion theory.
• Explain what knowledge representation encompasses.
• Design a simple searching software agent.