CS 188 Fall 2022

0Thu
Aug 250. Intro to AI
Slides / RecordingCh. 1, 2No discussion Project 0
(due Tue, Aug 30)1Tue
Aug 301. Uninformed Search
Slides / RecordingCh. 3.1–3.4
Note 11. Uninformed Search
Worksheet / Solutions / Video
Exam Prep / Solutions / Video HW0 (optional)
(due Fri, Sep 02)
ElectronicProject 1
(due Fri, Sep 09)Thu
Sep 012. Informed Search
Slides / RecordingCh. 3.5–3.6
Note 22Tue
Sep 063. CSPs I
Slides / RecordingCh. 6.1
CSP Demo
Note 32. Informed Search
Worksheet / Solutions / Video
Exam Prep / Solutions / Video HW1
(due Fri, Sep 09)
Electronic
Written (TeX)Thu
Sep 084. CSPs II
Slides / RecordingCh. 6.2–6.5
Note 43Tue
Sep 135. Search with Other Agents I
Slides / RecordingCh. 5.2–5.5
Note 53. CSPs
Worksheet / Solutions / Video
Exam Prep / Solutions / Video HW2
(due Fri, Sep 16)
Electronic
Written (TeX)Project 2
(due Thu, Sep 22)Thu
Sep 156. Search with Other Agents II
Slides / RecordingCh. 5.2–5.5, 16.1–16.3
Note 64Tue
Sep 207. MDPs I
Slides / RecordingCh. 17.1–17.3
Note 74. Adversarial Search
Worksheet / Solutions / Video
Exam Prep / Solutions / Video HW3
(due Fri, Sep 23)
Electronic
Written (TeX)Thu
Sep 228. MDPs II
Slides / RecordingCh. 17.1–17.3
Note 85Tue
Sep 279. RL I
Slides / RecordingCh. 21
Note 95. MDPs
Worksheet / Solutions / Video
Exam Prep / Solutions / Video HW4
(due Fri, Sep 30)
Electronic
Written (TeX)Project 3
(due Tue, Oct 4)Thu
Sep 2910. RL II
Slides / RecordingCh. 21
Note 106Tue
Oct 0411. Probability
Slides / RecordingCh. 13.1–13.5
Note 116. Midterm Review
RL / Games / CSP
Search / MDP
Solutions (RL) / Solutions (Games) / Solutions (CSP)
Solutions (Search) / Solutions (MDP) HW5
(due Fri, Oct 07)
Electronic
Written (TeX)Thu
Oct 0612. BN: Representation
Slides / RecordingCh. 14.1–14.2, 14.4
Note 127Tue
Oct 11

No lecture

No discussion Tue
Oct 11

Midterm (7–9pm PT)

Thu
Oct 1313. BN: Independence
Slides / RecordingCh. 14.3
Note 138Tue
Oct 1814. BN: Inference
Slides / RecordingCh. 14.4
Note 147. Bayes' Nets
Worksheet / Solutions / Video
Exam Prep / Solutions / Video HW6
(due Fri, Oct 21)
Electronic
Written (TeX)Project 4
(due Tue, Nov 08)Thu
Oct 2015. BN: Sampling
Slides / RecordingCh. 14.4–14.5
Note 159Tue
Oct 2516. Decision Networks & VPI
Slides / RecordingCh. 16.5–16.6
Note 168. Bayes' Nets, VPIs
Worksheet / Solutions / Video
Exam Prep / Solutions / Video HW7
(due Fri, Oct 28)
Electronic
Written (TeX)Thu
Oct 2717. Hidden Markov Models
Slides / RecordingCh. 15.2, 15.5
Note 1710Tue
Nov 0118. Particle Filtering
Slides / RecordingCh. 15.2, 15.6
Note 189. HMMs, Particle Filtering
Worksheet / Solutions / Video
Exam Prep / Solutions / Video HW8
(due Fri, Nov 04)
Electronic
Written (TeX)Thu
Nov 0319. ML: Naive Bayes
Slides / RecordingCh. 20.1–20.2.2
Note 1911Tue
Nov 0820. ML: Naive Bayes & Perceptrons
Slides / RecordingCh. 18.6.3
Note 2010. Naive Bayes, Perceptron
Worksheet / Solutions / Video
Exam Prep / Solutions / Video HW9
(due Tue, Nov 29)
Electronic
Written (TeX)Thu
Nov 1021. ML: Logistic Regression & Optimization
Slides / RecordingCh. 18.8
Note 2112Tue
Nov 1522. ML: Optimization & Neural Networks
Slides / Recording
Note 2211. Optimization, Neural Nets (no sections, old worksheets only)
Worksheet / Solutions / Video
Exam Prep / Solutions / Video HW10
(due never (optional))Project 5
(due Thu, Dec 01)Thu
Nov 1723. ML: Neural Networks
Slides / Recording13Tue
Nov 22

No lecture (Thanksgiving)

No Discussion Thu
Nov 24

No lecture (Thanksgiving)

14Tue
Nov 2924. Applications & Conclusion
Slides / Recording12. Final Review (no sections, old worksheets only)
Worksheets:
Search / CSP / Games / RL
Bayes' Nets / HMMs / ML
Solutions:
Search / CSP / Games / RL
Bayes' Nets / HMMs / ML
Recordings:
Games / RL / HMMs Thu
Dec 0125. Review
Recording15Tue
Dec 06

No lecture (RRR Week)

No Discussion Thu
Dec 08

No lecture (RRR Week)

16Tue
Dec 13

No lecture (Finals Week)

No Discussion Thu
Dec 15

Final Exam (11:30am–2:30pm PT)