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
6 Wed What it's all about Start me up, Stones
8 Fri Goal trees and problem solving 1 This could be the last time, Stones
11 Mon Rule-based expert systems (pp.53-60) 1 It's Only Rock and Roll
13 Wed Lightning review: Basic search 1 Searchin', Beatles
15 Fri Optimal search 1
18 Mon Games 1 Oh no, not you again
20 Wed Constraints in interpretation 2srn I Can't Get No Satisfaction, Stones
22 Fri Constraints in resource allocation 2 Paint it Black, Stones
25 Mon Gerald J. Sussman 2srn -
27 Wed Quiz 1 - -
29 Fri Holiday: Student - -
October Day Topic Quiz # Playlist
2 Mon Nearest neighbor learning /Sleep 2 ABC song, Ray Charles et al.
4 Wed Identification tree learning 2 Romanian national anthem, Desteapta-te române!
6 Fri Edward Boyden: Real neural nets 2srn -
9 Mon Holiday: Columbus day - -
11 Wed Neural net learning 3 19th Nervous Breakdown, Stones
13 Fri Deep neural nets 2srn Ain't no mountain high enough, Marvin Gaye
16 Mon Nancy Kanwisher: What lights up when you think 2srn You ain' nothin' but a hound dog, Presley
18 Wed Quiz 2 - -
20 Fri AlphaGo and AlphaGo Zero 3srn It's all in a game, Tommy Edwards
23 Mon Genetic algorithms 3srn Let's spend the night together, Stones
25 Wed Learning in sparse spaces 3/3srn You talk too much, Peas
27 Fri Support-vector machines, SVM (and Boosting) Notes 3
30 Mon Learning from near misses 3/3srn Creepy music for Halloween
November Day Topic Quiz # Playlist
1 Wed Representation 3srn Thus spake Zarathustra, Strauss
3 Fri Pattie Maes 3srn -
6 Mon Architecture: GPS, SOAR, Subsumption, Society of Mind 3srn
8 Wed Quiz 3 - -
10 Fri Holiday: Veteran's day - -
13 Mon Lightning review: Probability 4 Tumbling Dice, Stones
15 Wed Probabilistic inference 4 Searchin', Coasters
17 Fri Vikash Mansinghka: Statistical systems 4srn --
20 Mon Boosting (Winston and Ortiz notes), Boosting (Shapire paper) 4 Workin' together, Ike and Tina Turner
22 Wed The AI Biz - Money, Money, ABBA
24 Fri Holiday: Thanksgiving - -
27 Mon Bob Berwick: The truth about human intelligence; Merge 4srn Animals, Stop Making Sense
29 Wed Patrick Winston: The truth about human intelligence: Stories 4srn --
December Day Topic Quiz # Playlist
1 Fri Gill Pratt: Cars, Brains, Robots 4srn --
4 Mon Self organizing maps, cross modal coupling, correlation, regularity detection 4srn -
6 Wed Quiz 4 - -
8 Fri Pawan Sinha: TBD Final bonus srn -
11 Mon Nick Montfort: TBD Final bonus srn -
13 Wed How to prepare for the final, the future, what to take next, self-conscious computing Final bonus srn Don't stop, Stones
20 Wed Final, Johnson Track, 9:00-12:00 noon - -
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