Reference material and playlist

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Assignment of material to quizzes is tentative, but final assignment will be announced well before each quiz.

srn in an assignment means the material will be in the "spiritual" and "right-now" part of the quiz. See Grading and collaboration policy.

September Day Topic Quiz # Playlist
5 Wed What it's all about This could be the last time, Stones
7 Fri Goal trees and problem solving 1 Start me up, Stones
10 Mon Rule-based expert systems (pp.53-60) 1 It's Only Rock and Roll
12 Wed Lightning review: Basic search 1 Searchin', Beatles
14 Fri Optimal search 1 Route 66, Stones
17 Mon Games 1 Oh no, not you again
19 Wed Constraints in interpretation 2srn I Can't Get No Satisfaction, Stones
21 Fri Holiday: Student - -
24 Mon Marc Raibert 2srn -
26 Wed Constraints in resource allocation 2 Paint it Black, Stones
28 Fri Quiz 1 - -
October Day Topic Quiz # Playlist
1 Mon Nearest neighbor learning /Sleep 2 ABC song, Ray Charles et al.
3 Wed Identification tree learning 2 Romanian national anthem, Desteapta-te române
5 Fri Edward Boyden: Real neural nets 2srn Vivaldi, Four Seasons
8 Mon Holiday: Columbus day - -
10 Wed Neural net learning 3 19th Nervous Breakdown, Stones
12 Fri Deep neural nets 2srn Ain't no mountain high enough, Marvin Gaye
15 Mon AlphaGo and AlphaGo Zero 2srn It's all in a game, Tommy Edwards
17 Wed Learning in sparse spaces 3srn You talk too much, Peas
19 Fri Quiz 2 - -
22 Mon Support-vector machines, SVM (and Boosting) Notes 3 O Daiko
24 Wed Deniz Yuret: Recursive neural nets 3srn
26 Fri Genetic algorithms 3srn Let's spend the night together, Stones
29 Mon Learning from near misses 3/3srn Miss You, Stones
31 Wed Pattie Maes 3srn -
November Day Topic Quiz # Playlist
2 Fri Boris Katz: Siri, Watson, language 4srn -
5 Mon Quiz 3 - -
7 Wed Representation 4srn Oh no, not you again, Stones
9 Fri Architecture: GPS,SOAR,Subsumption,Society of Mind 4srn Thus spake Zarathustra, Strauss
12 Mon Holiday: Veteran's day - -
14 Wed Lightning review: Probability 4 Tumbling Dice, Stones
16 Fri Probabilistic inference 4 Searchin', Coasters
19 Mon Boosting (Winston and Ortiz notes), Boosting (Shapire paper) 4 Workin' together, Ike and Tina Turner
21 Wed The AI Biz - Money, Money, ABBA
23 Fri Holiday: Thanksgiving - -
26 Mon Bob Berwick: The truth about human intelligence; Merge 4srn -
28 Wed Patrick Winston: The truth about human intelligence: Stories 4srn Symphony for the Devil, Stones
30 Fri Nancy Kanwisher: Brain scans 4srn --
December Day Topic Quiz # Playlist
3 Mon Randal Davis, visual diagnostics Final bonus srn -
5 Wed Quiz 4 - -
7 Fri Pawan Sinha, human vision Final bonus srn -
10 Mon Vikash Mansinghka: Statistical systems Final bonus srn -
12 Wed How to prepare for the final, the future, what to take next, self-conscious computing Final bonus srn Don't stop, Stones
18 Tue Final, Johnson Track, 1:30-4:30 - -
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