* means the notes are incomplete

• Syllabus and introduction
  • 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 examples
  • Other logics*
• Multi-agent systems*
  • NetLogo*
  • Ant intelligence*
  • The prisoner's dilemma*
• Learning*
  • k-means clustering
  • k-nearest neighbor classification
  • Document classification
  • Bayesian methods
• Philosophical perspectives*
  • The "Chinese room" argument
  • The Norvig–Chomsky debate

CSE 630

Midterm exam:
  Wed, May 2, regular class time

Final exam:
  Wed, June 6, 9:30-11:18am, DL 305

• Homework 1Due April 1, 11:59pm (Sun)
• Homework 2Due April 8, 11:59pm (Sun)
• Homework 3Due April 15, 11:59pm (Sun)
• Homework 4Due April 22, 11:59pm (Sun)
• Homework 5Due April 29, 11:59pm (Sun)
• Midterm guide May 2 (in class)
• Homework 7Due May 15, 11:59pm (Tue)
• Homework 8Due May 30, 11:59pm (Wed)
• Final guide June 6 (in class)

It is very difficult to find a black cat in a dark room, especially if there is no cat. — Anonymous