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CS 188 Fall 2023

Announcements

Week 16 Announcements

Dec 4

Office Hours:

Office hours have been rescheduled to 12-5 pm this week due to limited staff availability

Final:

Please fill in the final logistics form ASAP if you have any exam requests.
Please see the final logistics page for scope and the final logistics form.

Assignments:

We are giving everyone an additional homework drop, please see Ed for details.

Discussion:

Final review worksheet solutions can be found below.
No Discussion this week.

Ed:

Please do not spam the Ed past final threads.
Please select private question, not post, and the appropriate category so it can be resolved faster.
For private questions, post a zip file of all your code or a code block containing code snippets, screenshots will not be accepted.

Past announcements

Calendar

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Wk.	Date	Lecture (pptx files, playlist)	Readings (AIMA, 4th ed.)	Discussion	Homework	Project
1	Thu Aug 24	1. Intro to AI Video / Slides / Recording	Ch. 1, 2 Note 1	No discussion	HW0 [optional, no Part 2] (due Wed, Aug 30) Part 1	Project 0 [optional] (due Wed, Aug 30)
2	Tue Aug 29	2. Uninformed Search Video / Slides / Recording	Ch. 3.1–3.4 Note 2	1. Uninformed Search Worksheet / Solutions / Video Exam Prep / Solutions / Video	HW0 [optional, no Part 2] (due Wed, Aug 30) Part 1	Project 0 [optional] (due Wed, Aug 30)
2	Thu Aug 31	3. Informed Search Video / Slides / Recording	Ch. 3.5–3.6 Note 3		HW1 (due Tue, Sept 12) Part 1 Part 2	Project 1 (due Fri, Sept 8)
3	Tue Sep 05	4. CSPs I Video / Slides / Recording	Ch. 4.1–4.2 CSP Demo Note 4	2. Informed Search Worksheet / Solutions / Video Exam Prep / Solutions / Video
3	Thu Sep 07	5. CSPs II Video / Slides / Recording	Ch. 7.1–7.4 Note 5
4	Tue Sep 12	6. Search with Other Agents I Video / Slides / Recording	Ch. 8.1–8.2 Note 6	3. CSPs Worksheet / Solutions / Video Exam Prep / Solutions / Video		Project 2 (due Fri, Sept 22)
4	Thu Sep 14	7. Search with Other Agents II Video / Slides / Recording	Ch. 6.1 Note 7		HW2 (due Tue, Sept 19) Part 1 Part 2
5	Tue Sep 19	8. MDPs I Video / Slides / Recording	Ch. 6.2–6.5 Note 8	4. Games Worksheet / Solutions / Video Exam Prep / Solutions / Video	HW2 (due Tue, Sept 19) Part 1 Part 2
5	Thu Sep 21	9. MDPs II Video / Slides / Recording	Ch. 5.1–5.3 Note 9		HW3 (due Tue, Sept 26) Part 1 Part 2
6	Tue Sep 26	10. RL I Video / Slides / Recording	Ch. 5.4–5.5 Note 10	5. MDPs Worksheet / Solutions / Video Exam Prep / Solutions / Video	HW3 (due Tue, Sept 26) Part 1 Part 2	Project 3 (due Fri, Oct 6)
6	Thu Sep 28	11. RL II Video / Slides / Recording	Ch. 17.1 Note 11		HW4 (due Tue, Oct 3) Part 1 Part 2
7	Tue Oct 03	12. Probability Video / Slides / Recording	Ch. 17.2 Note 12	6. RL Worksheet / Solutions / Video Exam Prep / Solutions / Video	HW4 (due Tue, Oct 3) Part 1 Part 2
7	Thu Oct 05	13. BN: Representation Video / Slides / Recording	Ch 22.1–22.6 Note 13		HW5 (due Tue, Oct 10) Part 1 Part 2
8	Tue Oct 10	14. BN: Independence Video / Slides / Recording	Ch 22.1–22.6 Note 14	7. Midterm Review Search: Worksheet / Solutions CSPs: Worksheet / Solutions Games: Worksheet / Solutions MDPs: Worksheet / Solutions RL: Worksheet / Solutions Videos	HW5 (due Tue, Oct 10) Part 1 Part 2
8	Thu Oct 12	15. BN: Inference Video / Slides / Recording	Note 15
9	Mon Oct 16	Midterm (7pm–9pm PT)		8. Bayes Nets (async) Worksheet / Solutions / Video
	Tue Oct 17	16. BN: Sampling Video / Slides / Recording	Ch. 13.1 Note 16		HW6 (due Tue, Oct 24) Part 1 Part 2	Project 4 (due Mon, Nov 6)
	Thu Oct 19	17. Decision Networks & VPI Video / Slides / Recording	Ch. 13.2 Note 17		HW6 (due Tue, Oct 24) Part 1 Part 2
10	Tue Oct 24	18. Hidden Markov Models Video / Slides / Recording	Ch. 13.3 Note 18	9. Sampling, VPI Worksheet / Solutions / Video Exam Prep / Solutions / Video	HW7 (due Tue, Oct 31) Part 1 Part 2
10	Thu Oct 26	19. Particle Filtering Video / Slides / Recording	Ch. 13.4 Note 19		HW7 (due Tue, Oct 31) Part 1 Part 2
11	Tue Oct 31	20. ML: Naive Bayes Video / Slides / Recording	Ch. 14.1–14.5 Note 20	10. HMMs, Particle Filtering Worksheet / Solutions / Video Exam Prep / Solutions / Video	HW8 (due Tue, Nov 7) Part 1 Part 2
11	Thu Nov 02	21. ML: Perceptrons Video / Slides / Recording	Ch. 16.1–16.3 Note 21		HW8 (due Tue, Nov 7) Part 1 Part 2
12	Tue Nov 07	22. ML: Logistic Regression Video / Slides / Recording	Note 22	11. Naive Bayes, Perceptron Worksheet / Solutions / Video Exam Prep / Solutions / Video
12	Thu Nov 09	23. ML: Optimization Video / Slides / Recording	Note 23		HW9 (due Fri, Nov 17) Part 1 Part 2	Project 5 (due Mon, Nov 27)
13	Tue Nov 14	24. ML: Neural Networks Video / Slides / Recording	Ch. 16.1–16.3 Note 24	12. Logistic Regression, Neural Networks Worksheet / Solutions / Video Exam Prep / Solutions / Video	HW9 (due Fri, Nov 17) Part 1 Part 2
13	Thu Nov 16	25. Applications & Conclusion Video / Slides / Recording	Ch. 16.1–16.3
14	Tue Nov 21	26. Guest Lecture by Nicholas Tomlin: NLP Applications / Slides / Recording	Ch. 16.5–16.7	No Discussion
14	Thu Nov 23	Thanksgiving		No Discussion	HW10 (due Fri, Dec 1) Part 1 Part 2
15	Tue Nov 28	27. Guest Lecture by Katherine Lee: Generative AI and Law / Recording		13. Final Review Search/Games: Worksheet / Solutions CSPs: Worksheet / Solutions MDP/RL: Worksheet / Solutions Bayes Nets: Worksheet / Solutions HMMs/VPI: Worksheet / Solutions ML: Worksheet / Solutions Videos	HW10 (due Fri, Dec 1) Part 1 Part 2
16	Thu Dec 14	Final (11:30am–2:30pm PT)