* means the notes are incomplete

• Syllabus
• What is AI?
  • The Turing test
  • A coffeehouse conversation
  • General Problem Solver (GPS)
  • The knowledge level
• 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
• Multi-agent systems*
  • Ant intelligence*
  • NetLogo*
  • The prisoner's dilemma*
  • Particle swarm optimization*
• Machine Learning*
  • k-means clustering
  • Classification evaluation
  • k-nearest neighbor classification
  • Bayesian inference
  • Naïve Bayesian classification
  • Text classification
  • Neural networks*
  • Weka (machine learning software)
• Computer vision*
  • Image convolutions and transformations
  • Feature detection*
  • Object tracking*
  • Face detection*
• Philosophical perspectives*
  • The "Chinese room" argument
  • The Norvig–Chomsky debate
  • Robot ethics*

AI Su13

• Homework 1Due June 19, 3:00pm (Wed)
• Homework 2Due June 26, 3:00pm (Wed)
• Homework 3Due July 2, 3:00pm (Tue)
• Midterm guide Midterm July 2, in class
• Homework 4Due July 12, 3:00pm (Fri)
• Homework 5Due July 23, 3:00pm (Tue)
• Homework 6Due July 29, 4:00pm (Mon, day of Final)
• Final guide Final Mon, July 29, in class; 4:00pm – 5:48pm

Course calendar

Midterm:
  Tue, July 2, regular class time

Final:
  Mon, July 29, in class, 4:00pm – 5:48pm

Videos of Autumn 2012 lectures

AI Su13 material by Joshua Eckroth is licensed under a Creative Commons Attribution-ShareAlike 3.0 Unported License. Source code for this website available at GitHub.