Learn about the fundamentals of Artificial Intelligence in this introductory graduate-level course. It provides a survey of various topics in the field along with in-depth discussion of foundational concepts such as classical search, probability, machine learning, logic and planning.
Game Playing,Basics of Search,Logic and Planning
Constraints and Bayes Nets
Constraint Satisfaction,Probability,Bayes Nets
Basics of Machine Learning
Simulated Annealing,Machine Learning,Pattern Recognition through Time