Stanford CS221: Introduction to Artificial Intelligence

Professors Sebastian Thrun and Peter Norvig

  

Outline

Schedule

Online

Announcements

 If you are a Stanford student, you have to enroll through the Stanford registrar. It is not sufficient to just sign up for the online class. These are different classes.

The Web site for the online course can be found at ai-class.org.

Please note: The online class "Introduction to Artificial Intelligence" will start two weeks later than the Stanford class, on Oct 10. We apologize for inconsistent statements on earlier announcements.

DateContentHomework & Exams
Week of Oct 10Overview of AI, SearchAssignment 1 due Oct 16
Week of Oct 17Statistics, Uncertainty, and Bayes networksAssignment 2 due Oct 23
Week of Oct 24Machine Learning Assignment 3 due Oct 30
Week of Oct 31Hidden Markov models and Bayes filtersAssignment 4 due Nov 7
Week of Nov 7Markov Decision Processes and Reinforcement LearningAssignment 5 due Nov 13
Week of Nov 14Adversarial planning (games) and belief space planning (POMDPs)MIDTERM EXAM due Nov 20
Week of Nov 21Logic and Logical Problem SolvingAssignment 6 due Nov 27
Week of Nov 28Image Processing and Computer VisionAssignment 7 due Dec 4
Week of Dec 5Robotics and robot motion planningAssignment 8 due Dec 11
Week of Dec 12Natural Language Processing and Information RetrievalFINAL EXAM (edited) due Dec 16 as an Online Exam