| Date | Topics | Resources | Slides |
| 1/24 | 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) |
| 1/31 | Lisp (cont.) Homework 2 |
Graham/Wilensky/Steele | Finish last week's slides |
| 2/7 | Lisp (cont.) Intelligent agents Problem-solving |
Ch. 1, Sec. 2; Ch. 2 (Russell & Norvig) |
Intelligent agents: postscript,
pdf |
| 2/14 | Problem-solving: Uninformed search algorithms |
Part II, Ch. 3, Sec. 1-5 (Russell & Norvig) | Uninformed search: postscript,
pdf |
| 2/21 | Informed search algorithms Homework 2 |
Ch. 4, Sec. 1-2, 4 (Russell & Norvig) | Informed search: postscript, pdf |
| 2/28 | Informed search algorithms (cont.) Programming search |
Finish last week's slides | |
| 3/7 | Constraint satisfaction problems Game playing Midterm preview | CSP: Ch. 3, Sec. 7; Ch. 4, Sec. 4.4 (Russell & Norvig) Game playing: Ch. 5 (Russell & Norvig) | Constraint satisfaction: postscript,
pdf
Game playing: postscript, pdf Additional examples: postscript, pdf |
| 3/21 |
Midterm |
Lisp, Ch. 1-5 (Russell & Norvig) Lecture Slides |
|
| 3/28 | Knowledge and Reasoning: Logical agents | Part III, Ch. 6 (Russell & Norvig) |
Logical agents: postscript, pdf |
| 4/4 | First-order logic Inference in first-order logic Industrial-strength inference Ch. 9.5--6, 8.1 and 10.2--3 (Russell & Norvig) |
Part III: Ch. 7; Ch. 9, Sec. 1-4; Ch. 9.5--6, 8.1 and 10.2--3 (Russell & Norvig) |
First-order logic: postscript,
pdf
Inference in first-order logic: postscript, pdf Industrial-strength inference: postscript, pdf |
| 4/11 | Uncertainty Belief networks |
Ch. 14 (Russell & Norvig) | Uncertainty: postscript,
pdf
Belief networks: postscript, pdf |
| 4/18 | Inference in belief networks | Ch 15 (Russell & Norvig) | Inference in belief networks: postscript, pdf |
| 4/25 | Learning | Ch. 18 (Russell & Norvig) | Decision Trees: postscript, pdf |
| 5/2 | Learning Perception (Vision) |
Ch. 19; Ch. 20, Ch. 24 (Russell & Norvig) | |
| 5/9 | Final exam:4:30-7:15pm |
Zoran Duric (zduric@cs.gmu.edu)