Date | Topics | Resources | Slides |
1/22 | 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) |
1/27 | Lisp (cont.) |
Graham/Wilensky/Steele |
|
1/29 |
Lisp (cont.) | Graham/Wilensky/Steele |
|
2/3 |
Lisp (cont.) | Graham/Wilensky/Steele |
|
2/5 |
Lisp review | Graham/Wilensky/Steele | Lisp review: pdf, dribble | 2/10 |
Lisp review (finish)
Intelligent agents Problem-solving |
Ch. 1, Sec. 2; Ch. 2 (Russell & Norvig) |
Lisp review: dribble
Intelligent agents: postscript, pdf |
2/12,2/17 |
Problem-solving:
Uninformed search algorithms |
Part II, Ch. 3 (Russell & Norvig) | Uninformed search: postscript, pdf |
2/19,2/24,2/26 |
Informed search algorithms
Midterm preview (Lisp, Ch. 1-4 in R&N) |
Ch. 4 (Russell & Norvig) | Informed search: postscript, pdf
Midterm examples: pdf Midterm review: mr 2 |
3/3 | Constraint satisfaction | Ch. 5 (Russell & Norvig) | Constraint satisfaction: postscript, pdf |
3/5 | Midterm: Lisp, Ch. 1-4 Russell & Norvig | Lisp book, 4 pages of hand written notes | |
3/17 |
Constraint satisfaction
Review |
Ch. 5 (Russell & Norvig) |
Constraint satisfaction: postscript,
pdf
Review (final example): mr 2 |
3/24,3/26 | Game playing | Ch. 6 (Russell & Norvig) | Game playing: postscript, pdf Additional examples: postscript, pdf |
3/31 | Game playing review | Ch. 6 (Russell and Norvig) | Review: fr 0 |
4/2,4/7,4/9,4/14,4/16 | Knowledge and Reasoning:
Logical agents First-order logic Inference in first-order logic | Part III, Ch. 7, 8 (Russell & Norvig) Part III: Ch. 9 |
Logical agents: postscript, pdf
First-order logic: postscript, pdf Inference in first-order logic: postscript, pdf |
4/21 | Logic review | Ch. 7, 8, 9 (Russell and Norvig) | Review: fr 1 | 4/23 | Learning | Ch. 18 (Russell & Norvig) | Decision Trees: postscript, pdf | 4/28, 4/30 | Vision | Ch. 24 (Russell & Norvig) | Vision: pdf | 5/5 | Project tournament | |
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5/12 | Final exam: 10:30am-1:15pm | |
|
Zoran Duric (zduric@cs.gmu.edu)