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CS 188 Fall 2024
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Announcements
Week 14 Announcements
Lectures:
- This week, we’ll have a guest lecture by Miles Brundage.
Assignments:
- Homework 10 Self-Assessment is due Tuesday, December 3, 11:59 PM PT.
Calendar
Wk. | Date | Lecture |
Readings (AIMA, 4th ed.) |
Discussion | Homework | Project |
---|---|---|---|---|---|---|
0 | Thu Aug 29 | 1. Intro Slides |
Ch. 1-2 Note 1.1 | No Discussion | HW0 [optional]
(due Tue, Sep 3 at 11:59 PM PT) Part A | Project 0 [optional]
(due Wed, Sep 4 at 5 PM PT) |
1 | Tue Sep 03 | 2. Uninformed Search Slides |
Ch. 3.1-3.4 Note 1.2-1.3 | |||
Thu Sep 05 | 3. A* Search and Heuristics Slides |
Ch. 3.5-3.6 Note 1.4-1.5 | HW1
(due Tue, Sep 10 at 11:59 PM PT) Part A Part B | Project 1
(due Fri, Sep 20 at 11:59 PM PT) | ||
2 | Tue Sep 10 | 4. CSPs I Slides |
Ch. 6.1 Note 2.1-2.4 | 1. Search Worksheet / Solutions Exam Prep / Solutions |
||
Thu Sep 12 | 5. CSPs II Slides |
Ch. 6.2-6.5 Note 2.4-2.7 | HW2
(due Tue, Sep 17 at 11:59 PM PT) Part A Part B | |||
3 | Tue Sep 17 | 6. Game Trees: Minimax Slides |
Ch. 5.2-5.5 Note 3.1-3.2 | 2. CSPs Worksheet / Solutions Exam Prep / Solutions |
||
Thu Sep 19 | 7. Game Trees: Expectimax, Utilities, Multiplayer Slides |
Ch. 5.2-5.5, 16.1-16.3 Note 3.3-3.6 | HW3
(due Tue, Sep 24 at 11:59 PM PT) Part A Part B | |||
4 | Tue Sep 24 | 8. MDPs I Slides |
Ch. 17.1-17.2 Note 4.1-4.2 | 3. Game Trees Worksheet / Solutions Exam Prep / Solutions |
Project 2
(due Wed, Oct 2 at 11:59 PM PT) | |
Thu Sep 26 | 9. MDPs II Slides |
Ch. 17.1-17.2 Note 4.3-4.5 | HW4
(due Tue, Oct 1 at 11:59 PM PT) Part A Part B | |||
5 | Tue Oct 01 | 10. RL I Slides |
Ch. 22 Note 5.1-5.3 | 4. MDPs Worksheet / Solutions Exam Prep / Solutions |
||
Thu Oct 03 | 11. RL II Slides |
Ch. 22 Note 5.4-5.5 | HW5
(due Tue, Oct 8 at 11:59 PM PT) Part A Part B | Project 3
(due Thu, Oct 10 at 11:59 PM PT) | ||
6 | Tue Oct 08 | 12. Probability Slides |
Ch. 12.1-12.5 Note 6.1-6.2 | 5. RL Worksheet / Solutions Exam Prep / Solutions |
||
Thu Oct 10 | 13. Bayes Nets: Representation Slides |
Ch. 13.1-13.3 Note 6.3-6.4 | ||||
7 | Tue Oct 15 | 14. Bayes Nets: Conditional Independence Slides |
Ch. 13.2 Note 6.5 | No Discussion (Midterm) | ||
Thu Oct 17 | Midterm (7PM-9PM PT) |
HW6
(due Tue, Oct 22 at 11:59 PM PT) Part A Part B | ||||
8 | Tue Oct 22 | 15. Bayes Nets: Exact Inference Slides |
Ch. 13.3 Note 6.6 | 6. Probability and Bayes Nets Worksheet / Solutions Exam Prep / Solutions |
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Thu Oct 24 | 16. Bayes Nets: Sampling Slides |
Ch. 13.3-13.4 Note 6.7-6.8 | HW7
(due Tue, Oct 29 at 11:59 PM PT) Part A Part B | |||
9 | Tue Oct 29 | 17. Decision Networks / VPI Slides |
Ch. 16.5-16.6 Note 8.1-8.3 | 7. BN Inference and Sampling Worksheet / Solutions Exam Prep / Solutions |
||
Thu Oct 31 | 18. HMMs Slides |
Ch. 14.3, 14.5 Note 8.1-8.3 | HW8
(due Wed, Nov 6 at 11:59 PM PT) Part A Part B | Project 4
(due Thu, Nov 14 at 11:59 PM PT) | ||
10 | Tue Nov 05 | 19. Particle Filtering and Applications of HMMs Slides |
Ch. 14.3 Note 8.4-8.5 | 8. VPI and HMMs Worksheet / Solutions Exam Prep / Solutions |
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Thu Nov 07 | 20. ML I Slides |
Ch. 20.1-20.2 Note 9.1-9.2 | HW9
(due Tue, Nov 12 at 11:59 PM PT) Part A Part B | |||
11 | Tue Nov 12 | 21. ML II Slides |
Ch. 19.6 Note 9.3-9.5, 9.7, 9.8 | 9. Particle Filtering and Naive Bayes Worksheet / Solutions Exam Prep / Solutions |
||
Thu Nov 14 | 22. ML III Slides |
Ch. 19.7 Note 9.6, 9.9 | HW10
(due Tue, Nov 19 at 11:59 PM PT) | |||
12 | Tue Nov 19 | 23. Guest Lecture by Catherine Olsson Slides |
10. ML Worksheet / Solutions Exam Prep / Solutions |
Project 5
(due Thu, Dec 5 at 11:59 PM PT) | ||
Thu Nov 21 | 24. ML Advanced Topics Slides |
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13 | Tue Nov 26 | Thanksgiving Break |
No Discussion (Thanksgiving) | |||
Thu Nov 28 | ||||||
14 | Tue Dec 03 | 25. Guest Lecture by Miles Brundage Slides |
11. ML 2 Worksheet / Solutions Exam Prep / Solutions |
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Thu Dec 05 | 26. Final Lecture Slides |
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15 | Tue Dec 10 | RRR Week |
12. Final Review | |||
Thu Dec 12 | ||||||
16 | Fri Dec 20 | Final Exam (7PM-10PM PT) |