Reference material and playlist

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Topics and Playlist 2016, to be updated August 2017

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
7 Wed What it's all about This could be the last time, Stones
9 Fri Goal trees and problem solving 1 Start me up, Stones
12 Mon Rule-based expert systems (pp.53-60) 1 It's Only Rock and Roll
14 Wed Lightning review: Basic search 1 Searchin', Beatles
16 Fri Optimal search 1 Route 66, Stones
19 Mon Games 1 Olympic Anthem
21 Wed Constraints in interpretation 2srn I Can't Get No Satisfaction, Stones
23 Fri Holiday: Student - -
26 Mon Constraints in resource allocation 2 Paint it Black, Stones
28 Wed Quiz 1 - -
30 Fri Gerald J. Sussman 2rn -
October Day Topic Quiz # Playlist
3 Mon Nearest neighbor learning /Sleep 2 ABC song, Ray Charles et al.
5 Wed Identification tree learning 2 -
7 Fri Edward Boyden: Real neural nets 2srn -
10 Mon Holiday: Columbus day - -
12 Wed Neural net learning 3 19th Nervous Breakdown, Stones
14 Fri Deep neural nets 2srn Ain't no mountain high enough, Marvin Gaye
17 Mon Nancy Kanwisher: What lights up when you think 2srn -
19 Wed Quiz 2 - -
21 Fri Genetic algorithms 3srn Let's spend the night together, Stones
24 Mon Learning in sparse spaces 3/3srn You talk too much, Peas
26 Wed Support-vector machines, SVM (and Boosting) Notes 3 O Daiko
28 Fri Learning from near misses 3/3srn Miss You, Stones
31 Mon Representation 3srn Creepy music for Halloween
November Day Topic Quiz # Playlist
2 Wed Architecture: GPS, SOAR, Subsumption, Society of Mind 3srn Thus spake Zarathustra, Strauss
4 Fri Boris Katz: Siri, Watson, language 3srn -
7 Mon Lightning review: Probability 4 Tumbling Dice, Stones
9 Wed Quiz 3 - -
11 Fri Holiday: Veterans day - -
14 Mon Probabilistic inference 4 Searchin', Coasters
16 Wed Vikash Mansinghka: Statistical systems 4srn --
18 Fri AlphaGo 4srn Engineer's Song, Chorallaries
21 Mon Boosting (Winston and Ortiz notes), Boosting (Shapire paper) 4 Workin' together, Ike and Tina Turner
23 Wed The AI Biz - Money, Money, ABBA
25 Fri Holiday: Thanksgiving - -
28 Mon Bob Berwick: The truth about human intelligence; Merge 4srn -
30 Wed Patrick Winston: The truth about human intelligence; Stories 4srn Will.I.Am and the Black-Eyed Peas
December Day Topic Quiz # Playlist
2 Fri Gill Pratt: Cars, Brains, Robots 4srn Medley, the Ladies from Hell aka The Black Watch
5 Mon Mathew Wilson: What rats think about 4srn Four seasons, Vivaldi
7 Wed Quiz 4 - -
9 Fri Self organizing maps, cross modal coupling, correlation, regularity detection Final bonus srn -
12 Mon Julie Shah: TBD Final bonus srn -
14 Wed How to prepare for the final, the future, what to take next, self-conscious computing Final bonus srn Don't stop, Stones
20 Tue Final, Johnson, 1:30-4:30 - -
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