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[Official] Reading/Watch-List for AI-1
In this thread I will post the reading/watching Recommendations for the plenary sessions.
They will usually have three components:
- some sections of the course notes at https://kwarc.info/teaching/AI/notes.pdf
- some video nuggets from https://fau.tv/course/id/1690
- some sections from Russell/Norvig (where applicable).
The course notes and the video nuggets are usually quite well-synchronized. But (as I have been working on them for the last two years), the course notes may be a little more detailed and correct than the slides in the video nuggets. The connection to R/N is looser, R/N often has more information, but sometimes the course materials go into more depth.
Note that these are recommendations, not assignments, in particular, are not required to read/watch all of them, different people have different learning preferences. So you will have to find out yourself, what works best for you.
But you should do enough that you are prepared for the plenary sessions, otherwise you will not profit much from them.
Unprepared lurking does not pay off.
Michael Kohlhase
AI-1 Read/Watch for Tuesday 4. November 2020
Nothing
The first lecture will be a regular zoom lecture at https://fau.zoom.us/j/96292478337 which you do not have to prepare.
We will cover course motivation and admin; so this may be (depending on your questions) a relatively short lecture.
That is OK, as it leaves you time for preparing the plenary session on Wednesday.
AI-1 Read/Watch for 5. November 2020
We will cover the Who?, What?, When?, Where?, and Why? of Artificial Intelligence.
To prepare the plenary session, we recommend
- Chapter 3. in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 3. (clips 1-7) on https://fau.tv/course/id/1690
- Chapter 1 in Russell/Norvig
AI-1 Read/Watch for 10. November 2020
We will cover Logic Programming in Prolog.
To prepare the plenary session, we recommend
Chapter 4. in the course notes https://kwarc.info/teaching/AI/notes.pdf
Chapter 4. (clips 1-4) on https://fau.tv/course/id/1690
Russell/Norvig do not cover Programming in Prolog.
Reading/Watch-List for 11. November 2020
We will cover the the complexity recap and the beginnings of rational agents.
To prepare the plenary session, we recommend
- Chapter 5 and Sections 6.1-6.4. in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 5. and Chapter 6 (clips 1-3) on https://fau.tv/course/id/1690
- Sections 2.1 and 2.2 in Russell/Norvig (they do not recap complexity)
wrong dates
Dear Students,
I apologize, the dates 4.11 and 5. 11 are wrong, they should be 3. 11 and 4. 11.
Sorry about that.
Reading/Watch-List for 17. November 2020
We will cover the rest of the Agents Framework and beginning of Problem Solving.
To prepare the plenary session, we recommend
- Sections 6.5 to 7.3 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 6. (clips 4-6) and Chapter 7 (clips 1-3) on https://fau.tv/course/id/1690
- Sections 2.2 - 3.3 in Russell/Norvig.
Reading/Watch-List for 18. November 2020
We will cover the informed and uninformed search.
To prepare the plenary session, we recommend
- Sections 7.4 to 7.5.1 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 7 (clips 4-7) on https://fau.tv/course/id/1690
- Sections 3.4 - 3.5.1 in Russell/Norvig.
Reading/Watch-List for 24. November 2020
We will cover the rest of the search chapter
To prepare the plenary session, we recommend
- Section 7.5.2 to 7.6 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 7 (clips 7-12) on https://fau.tv/course/id/1690
- Sections 3.6 - 4.2 in Russell/Norvig.
Reading/Watch-List for 25. November 2020
We start with Adversarial Search/Game Playing
To prepare the plenary session, we recommend
- Sections 8.1 to 8.4 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 8. (clips 1-5) on https://fau.tv/course/id/1690
- Sections 5.1 to 5.3 in Russell/Norvig.
Reading/Watch-List for 1. December 2020
We conclude Adversarial Search/Game Playing with a discussion of AlphaGo and start the chapter on Constraint Satisfaction
To prepare the plenary session, we recommend
- Sections 8.5/6 and 9.1/2 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 8. (clips 6-8) and Chapter 9 (clips 1-2) on https://fau.tv/course/id/1690
- Russell/Norvig do not cover this material.
Reading/Watch-List for 2. December 2020
We continue with Constraint Satisfaction and Constraint Propagation
To prepare the plenary session, we recommend
- Sections 9.3 to 10.2 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 9. (clips 3-5) and Chapter 10 (clips 1-2) on https://fau.tv/course/id/1690
- Sections 6.1/2 in Russell/Norvig
Reading/Watch-List for 8. December 2020 (Lecture 11)
We continue with Constraint Propagation
To prepare the plenary session, we recommend
- Sections 10.3 to 10.9 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 10. (clips 3-9) on https://fau.tv/course/id/1690
- Sections 6.2 in Russell/Norvig
Reading/Watch-List for 9. December 2020 (Lecture 12)
We start with an Introduction to Propositional Logic
To prepare the plenary session, we recommend
- Sections 11.1 to 11.2 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 11. (clips 1-4) on https://fau.tv/course/id/1690
- Sections 7.1-5 in Russell/Norvig
Reading/Watch-List for 15. December 2020 (Lecture 13)
We continue with Propositional Calculi and Proofs.
To prepare the plenary session, we recommend
- Sections 11.3 and 11.4 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 11. (clips 5-8) on https://fau.tv/course/id/1690
- Russell/Norvig does not cover this very well.
Reading/Watch-List for 16. December 2020 (Lecture 14)
We cover Propositional Theorem Proving Algorithms
To prepare the plenary session, we recommend
- Sections 11.5-7 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 11. (clips 9-14) on https://fau.tv/course/id/1690
- Russell/Norvig does not cover this very well. Section 7.5 has some material.
Reading/Watch-List for 22. December 2020 (Lecture 15)
We cover Propositional Theorem Proving Algorithms
To prepare the plenary session, we recommend
- Section 12 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 12. on https://fau.tv/course/id/1690
- Russell/Norvig does not cover this.
Reading/Watch-List for 23. December 2020 (Lecture 16)
We cover First-Order Logic
To prepare the plenary session, we recommend
- Section 13 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 13 on https://fau.tv/course/id/1690
- Russell/Norvig does not cover this well; 8.1-3 have some aspects.
Reading/Watch-List for 12. January 2020 (Lecture 17)
We cover Inference in First-Order Logic, i.e. (Automated) Theorem Proving
To prepare the plenary session, we recommend
- Section 14 in the course notes https://kwarc.info/teaching/AI/notes.pdf
- Chapter 14 on https://fau.tv/course/id/1690
- Russell/Norvig covers in Chapter 9, focusing on different aspects.