* means the notes are incomplete

• Syllabus
• What is AI?
  • The Turing test
  • A coffeehouse conversation
  • The knowledge level
  • Beyond "intelligent agents"
• Search
  • Uninformed search
  • Informed search
  • Practice with searching
  • Adversarial search
  • Genetic algorithms
• Knowledge representation
  • Boolean logic
  • Propositional logic
  • First order logic
  • Prolog
  • Prolog unification
  • Prolog resolution
  • Prolog examples
  • Other logics*
• Multi-agent systems*
  • NetLogo*
  • Ant intelligence*
  • The prisoner's dilemma*
  • Particle swarm optimization*
• Learning*
  • k-means clustering
  • k-nearest neighbor classification
  • Bayesian inference
  • Text classification
  • Naïve Bayesian classification
  • Neural networks*
  • Weka (machine learning software)
• Computer vision*
  • OpenCV examples*
• Philosophical perspectives*
  • The "Chinese room" argument
  • The Norvig–Chomsky debate
  • Robot ethics*

CSE 3521

• Homework 1Due Aug 28, 11:59pm (Tue)
• Homework 2Due Sep 4, 11:59pm (Tue)
• Homework 3Due Sep 14, 11:59pm (Fri)
• Homework 4Due Sep 19, 11:59pm (Wed)
• Homework 5Due Sep 27, 11:59pm (Thur)
• Midterm 1 guide Sep 28 (Fri; in class)
• Homework 6Due Oct 16, 11:59pm (Tue)
• Homework 7Due Oct 23, 11:59pm (Tue)
• Homework 8Due Oct 31, 11:59pm (Wed)
• Homework 9Due Nov 7, 11:59pm (Wed)
• Homework 10Due Nov 14, 11:59pm (Wed)
• Homework 11Due Nov 27, 11:59pm (Tue)
• Final guide Dec 6 (Thur; in class; 2:00pm – 3:48pm)

Course calendar
About the Linux servers

Screencasts of 3521 lectures
(and Sp2012 630 lectures for reference)

Midterm 1:
  Fri, Sep 28, regular class time

Final exam:
  Thur, Dec 6, 2:00pm – 3:45pm, Bolz 428