| Date | Topics | Resources | Slides |
| 8/28 | Introduction to AI
Symbolic Programming: Lisp |
Ch.1, Section 1. (Russell & Norvig) Nilsson: Eye on the Prize Graham/Wilensky/Steele |
Introduction: postscript, pdf
Lisp slides: postscript, pdf Plain text(intro.lisp) |
| 9/4 |
Lisp (cont.)
Intelligent agents Problem-solving |
Ch. 1, Sec. 2; Ch. 2 (Russell & Norvig) |
Intelligent agents: postscript, pdf |
| 9/11 |
Problem-solving:
Uninformed search algorithms |
Part II, Ch. 3 (Russell & Norvig) | Uninformed search: postscript, pdf |
| 9/18 | Informed search algorithms | Ch. 4 (Russell & Norvig) | Informed search: postscript, pdf |
| 9/25 |
Midterm preview Constraint satisfaction |
Ch. 5 (Russell & Norvig) |
Midterm preview: pdf, lisp
Constraint satisfaction: postscript, pdf |
| 10/2 |
Constraint satisfaction
Midterm preview #2 | Ch. 5 (Russell & Norvig) | Midterm preview: pdf
Constraint satisfaction: postscript, pdf |
| 10/16 |
Game playing
Midterm preview #3 | Ch. 6 (Russell & Norvig) | Midterm preview: pdf
Game playing: postscript, pdf |
| 10/23 |
Game playing (cont.)
Midterm preview #3 | Ch. 6 (Russell & Norvig) | Midterm preview: pdf
Game playing: postscript, pdf |
| 10/30 | Midterm |
4 pages of hand-written notes Lisp book |
|
| 11/6 | Knowledge and Reasoning:
Logical agents | Part III, Ch. 7 (Russell & Norvig) | Logical agents: pdf (6 slides per page)
pdf (2 slides per page) |
| 11/13 | First-order logic
Inference in first-order logic |
Part III: Ch. 8; Ch. 9 |
First-order logic: pdf
Inference in first-order logic: pdf |
| 11/20 | Uncertainty
Belief networks Inference in belief networks |
Ch. 13 (Russell & Norvig) Ch 14 (Russell & Norvig) |
Uncertainty: pdf
Belief networks: pdf Inference in belief networks: pdf |
11/27 | Learning | Ch. 18 (Russell & Norvig) | Decision Trees: pdf |
| 12/4 | Final Preview #1 & #2 Learning Projects due |
Ch. 18; Ch. 19 | Final preview 1: pdf
Final preview 2: pdf Decision Trees: pdf |
12/11 | Final exam:4:30-7:15pm | |
|
Zoran Duric (zduric@cs.gmu.edu)