Lecture notes

Notes (handout)	Notes (overhead presentation)	Relevant textbook material
Agents	Agents	Chapter 2
Search1	Search1	Chapter 3 (Section 3.6 covered lightly). some Section 4.1
Constraint satisfaction problems	CSP	Chapter 6
Propositional logic	Propositional logic	Chapter 7
First-order logic	FOL	Chapters 8 and 9
Prolog programming	Prolog
Uncertainty	Uncertainty	Nonmonotonic logic, Chapter 12
Belief networks	Belief networks	Part of Chapter 13
FOL probabilistic inference	FOL inference	Section 15.1
Utility	Utility	Chapter 16
Inductive learning	Inductive learning	first part of Chapter 19

Lecture recording

• Introduction: Lecture 1 (not recorded), first half of Lecture 2
• Searching: second half of Lecture 2, Lecture 3, Lecture 4. first about 40 minutes of Lecture 5
• Constraint satisfaction problems: rest of Lecture 5 (patial recording²), first about 40 minutes of Lecture 6
• Propositional logic: rest of Lecture 6, Lecture 7, Lecture 8, first about 40 minutes of Lecture 9
• First-order logic: rest of Lecture 9, Lecture 10, Lecture 12 (not captured due to equipment failure), Lecture 13, first about 45 minutes of Lecture 14
• Prolog programming: rest of Lecture 14, Lecture 15, Lecture 16, Lecture 17 (including a discussion of dynamic knowledge bases and a bit on nonmonotonic logic)
• Uncertain knowledge (nonmonotonic logic and probabilities): Lecture 18, Lecture 19
• Utility: Lecture 20, first about 20 minutes from Lecture 21
• Learning: rest of Lecture 21
• Student presentations (not recorded): Lecture 22, Lecture 23
• Conclusions: Lecture 24

Footnotes

...Search¹

Note that Sections 3.5.5 and 4.1 are not covered in class explicitly, but you are supposed to read them and become familiar with the matter.

... recording²

For some obscure reason only the first hour of the lecture got recorded.