CPS 270: Artificial Intelligence
Fall 2006

Course information
Schedule
Links


Date Topic Homework Handouts and Slides Supplemental Material
8/29/06 Introduction Read Chapter 1. Skim Chapter 2. intro
8/31/06 Search I Read Chapter 3. Start Chapter 4. search
9/5/06 Search II Read Chapter 4. Start Chapter 6. search2
9/7/06 Games Read Chapter 6. Start Chapter 13. HW1 assigned. games
9/12/06 Intro Probability Read Chapter 13. Start Chapter 16. Project I assigned. uncertainty
9/14/06 Decision Theory Read Chapter 16. Start Chapter 17. Decision Theory
9/19/06 MDPs Read Chapter 17. Start Chapter 21. HW1 DUE. HW2 assigned. MDPs
9/21/06 Reinforcement Learning Read Chapter 21. Read TD Gammon Paper. RL Slides
9/26/06 Catch up Read LSPI paper.
9/28/06 Least Squares Policy Iteration Project I Due on Friday. HW2 DUE. LSPI Slides
10/3/06 Slack and review
10/5/06 Midterm
10/10/06 Fall Break
10/12/06 Probabilistic Reasoning Read Chapter 14. Start Chapter 15 Bayes Net Slides
10/17/06 Probabilistic Reasoning (contd.) Read Chapter 15. Project II Assigned
10/19/06 Temporal Probabilistic Reasoning (HMMs) Start Chapter 25. HW3 assigned. HMMs
10/24/06 Robotics Overview Read Chapter 25. Robotics slides
10/26/06 Particle Filters Start Chapter 18. Particle Filters slides
10/31/06 Learning I Read Chapter 18. Skim Chapter 19. Start Chapter 20. HW3 Due Learning Intro. Decision Trees
11/2/06 Learning II Reach Chapter 20. Start Chapter 5. HW4 assigned. Neural Network Slides. Clustering Slides.
11/7/06 Clustering Project 3 assigned.
11/9/06 CSPs Read Chapter 5. Skim Chapter 7. Start Chapter 8. Project II Due on Friday. CSP Slides.
11/14/06 Logic Read Chapter 8. Start Chapter 9. Logic Slides.
11/16/06 First Order Logic Read Chapter 9. Skim Chapter 10. Start Chapter 11. HW4 Due First Order Logic Slides.
11/21/06 Planning Read Chapter 11. Skim Chapter 12. Prolog Slides. Planning I Slides.
11/23/06 Thanksgiving
11/28/06 Planning II Planning II Slides
11/30/06 Slack and Review for Final Project III DUE