Reference material and playlist

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= Topics and Playlist 2012 =
 
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Assignment of material to quizzes is tentative, but final assignment will be announced
Assignment of material to quizzes is tentative, but final assignment will be announced
well before each quiz.
well before each quiz.
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! September !!Day!! Topic !! Quiz #  !! Playlist  
! September !!Day!! Topic !! Quiz #  !! Playlist  
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|  5 || Wed || What it's all about ||<!-- 1 --> || Start me up, Stones
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|  5 || Wed || What it's all about ||<!-- 1 --> || This could be the last time, Stones
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| 10 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and problem solving] || 1 || This could be the last time, Stones
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| 7 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and problem solving] || 1 || Start me up, Stones
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|-  
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| 12 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Rule-based expert systems (pp.53-60)] || 1 || Engineer's Song, Chorallaries
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| 10 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Rule-based expert systems (pp.53-60)] || 1 || It's Only Rock and Roll
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|-  
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| 14 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Basic search] || ---|| Searchin', Beatles
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| 12 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Lightning review: Basic search] || 1 || Searchin', Beatles
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| 17 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || Route 66, Stones  
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| 14 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || Route 66, Stones
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| 19 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || It's Only Rock and Roll, Stones
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| 17 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || Oh no, not you again <!-- Olympic Anthem -->
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| 24 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation] || 2srn || I Can't Get No Satisfaction, Stones
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| 19 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation] || 2srn || I Can't Get No Satisfaction, Stones
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| 26 || Wed || Quiz 1|| - || -
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| 21 || Fri || Holiday: Student || - || -
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| 24 || Mon || Marc Raibert || 2srn || -
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| 26 || Wed || Constraints in resource allocation || 2 || Paint it Black, Stones
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| 28 || Fri || Quiz 1|| - || -
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! October !!Day!! Topic !! Quiz #!! Playlist
! October !!Day!! Topic !! Quiz #!! Playlist
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|-
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| 1 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch19.pdf Nearest neighbor learning] /[http://courses.csail.mit.edu/6.034f/sleep.pdf Sleep] || 2 || ABC song, Ray Charles et al.
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| 34 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 2 || Romanian national anthem, Desteapta-te române
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|-  
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| 1 || Mon|| Constraints in resource allocation || 2 || Paint it Black, Stones
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| 5 || Fri || Edward Boyden: Real neural nets || 2srn || Vivaldi, Four Seasons
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|-  
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| 3 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch26.pdf Constraints in recognition] || 2srn || The First Time I Saw your Face, Presley 
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| 8 || Mon || Holiday: Columbus day || - || -
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| 5 || Fri || Professor Gerald J. Sussman: Propagator systems || 2srn ||
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| 10 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning] || 3 || 19th Nervous Breakdown, Stones 
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|-  
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| 10 || Wed|| [http://courses.csail.mit.edu/6.034f/ai3/ch19.pdf Nearest neighbor learning] /[http://courses.csail.mit.edu/6.034f/sleep.pdf Sleep] || 2 || ABC song, Ray Charles et al.
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| 12 || Fri || Deep neural nets  || 2srn || Ain't no mountain high enough, Marvin Gaye
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| 12 || Fri|| [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 2 || Romanian national anthem, Desteapta-te române!
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| 15 || Mon ||[http://storage.googleapis.com/deepmind-media/alphago/AlphaGoNaturePaper.pdf AlphaGo and AlphaGo Zero ] || 2srn || It's all in a game, Tommy Edwards
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| 15 || Mon|| Better, and all you need to know: [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net notes]  <br/> Lesser, but another explanation: [http://courses.csail.mit.edu/6.034f/ai3/ch22.pdf Neural net book chapter] || 3 || 19th Nervous Breakdown, Stones 
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| 17 || Wed|| [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 3srn || Let's spend the night together, Stones
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| 19 || Fri || Professor Edward Boyden: real neural nets || 3srn ||
+
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| 22 || Mon || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3srn || You talk too much, Peas
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| 24 || Wed || Quiz 2|| - || -
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| 26 || Fri || Professor Shimon Ullman: understanding seeing || 3srn ||
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| 29 || Mon || Hurricane || - || -
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| 17 || Wed || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3srn || You talk too much, Peas
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| 19 || Fri || Quiz 2|| - || -
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|-
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| 22 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/SVM.pdf Support-vector machines], [http://ai6034.mit.edu/fall11/images/SVM_and_Boosting.pdf SVM (and Boosting) Notes] || 3 || <!-- O Daiko --> <!-- Oh no, not you again, Stones; Engineer's Song, Chorallaries -->
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|-
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| 24 || Wed || Deniz Yuret: Recursive neural nets || 3srn || You ain' nothin' but a hound dog, Presley
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|-
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| 26 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 3srn || Let's spend the night together, Stones
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|-
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| 29 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || 3/3srn || Creepy music for Halloween <!-- Miss You, Stones; Shippin up to Boston, Dropkick Murphys Imma BeRockingthat Body, Peas -->
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| 31 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 3srn || Thus spake Zarathustra, Strauss
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|-
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! October !!Day!! Topic !! Quiz #!! Playlist
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|-
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| 2 || Fri || Pattie Maes || 3srn || -
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| 31 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/SVM.pdf Support-vector machines],  [http://ai6034.mit.edu/fall11/images/SVM_and_Boosting.pdf SVM (and Boosting) Notes] || 3 || Get a little help from my friends, Beatles
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| 5 || Mon || Quiz 3|| - || -
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! November !!Day!! Topic !! Quiz #!! Playlist
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| 7 || Wed || Architecture: <!--[http://courses.csail.mit.edu/6.034f/ai3/Emotionmachine.pdf Slides] <br>-->GPS, [http://courses.csail.mit.edu/6.034f/ai3/SOAR.pdf SOAR],  [http://courses.csail.mit.edu/6.034f/ai3/Subsumption.pdf Subsumption], [http://web.media.mit.edu/~minsky/eb5.html Society of Mind]|| 4srn ||
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| 2 || Fri || Professor Nancy Kanwisher: watching the brain at work <br/> [http://courses.csail.mit.edu/6.034f/ai3/Kanwisher2010.pdf Less than you want to know]<br>[http://web.mit.edu/bcs/nklab/publications.shtml Maybe more than you want to know]
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| 9 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Lightning review: Probability] || 4 || Tumbling Dice, Stones
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||3srn || <!-- Happy, Stones -->
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| 5 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/boosting.pdf Boosting (Winston and Ortiz notes)], [http://courses.csail.mit.edu/6.034f/ai3/msri.pdf Boosting (Shapiri paper)]  || 4 || Workin' together, Ike and Tina Turner
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| 12 || Mon || Holiday: Veteran's day || - || -
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| 7 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || 3srn || Hail to the Chief
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| 14 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference] || 4 || Searchin', Coasters
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<!--
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| 7 || Wed|| [http://courses.csail.mit.edu/6.034f/ai3/Emotionmachine.pdf Slides] <br> GPS, [http://courses.csail.mit.edu/6.034f/ai3/SOAR.pdf SOAR],  [http://courses.csail.mit.edu/6.034f/ai3/Subsumption.pdf Subsumption], [http://web.media.mit.edu/~minsky/eb5.html Society of Mind]|| 4srn || Thus spake Zarathustra, Strauss -->
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| 9 || Fri || Mega recitation: how to solve neural net quiz problems || - || -
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| 16 || Fri || Vikash Mansinghka: Statistical systems || 4srn || --
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| 14 || Wed || Quiz 3|| - || -
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| 16 || Fri || Dr. Boris Katz: START, Watson, Siri and language understanding || 4srn ||
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| 19 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/boosting.pdf Boosting (Winston and Ortiz notes)], [http://courses.csail.mit.edu/6.034f/ai3/msri.pdf Boosting (Shapire paper)]  || 4 || Workin' together, Ike and Tina Turner
|-
|-
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| 19 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 4srn || Oh No, Not You Again, Stones <!-- Imma Be Rocking that Body, Peas ;;; Selections from the Black Watch, aka The Ladies from Hell -->
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| 21 || Wed || The AI Biz  || - || Money, Money, ABBA
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| 21 || Wed || The AI Business  || - || Money, money, ABBA
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| 23 || Fri || Holiday: Thanksgiving || - || -
|-
|-
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| 26 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference I] || 4 || <!--Oh No, Not You Again, Stones-->
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| 26 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/Berwick.pdf Bob Berwick: The truth about human intelligence; Merge] || 4srn || Animals, Stop Making Sense
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| 28 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference II] || 4 || Tumbling Dice, Stones
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| 30 || Fri || Vikash Mansinghka: Statistical systems || 4srn ||
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! December !!Day!! Topic !! Quiz #!! Playlist
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| 3 || Mon|| <!--[http://courses.csail.mit.edu/6.034f/ai3/Rightway.pdf Slides] <br> -->[http://groups.csail.mit.edu/genesis/trilogy.html Hypotheses: more than you want to know]|| 4srn || Ode to Joy, Ninth Symphony, Beethoven
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| 5 || Wed || Quiz 4|| - || -
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| 10 || Mon|| <!--[http://courses.csail.mit.edu/6.034f/ai3/Farewell2011.pdf Slides] <br> --> [http://courses.csail.mit.edu/6.034f/ai3/coen-short.pdf Cross-modal clustering: less and more than you want to know] || 4srn || Don't stop, Stones
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|-
|-
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| 28 || Wed || [http://courses.csail.mit.edu/6.034f/Manifesto.pdf Patrick Winston: The truth about human intelligence: Stories] || 4srn || -- <!-- Will.I.Am and the Black-Eyed Peas -->

Current revision

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.
34 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
24 Wed Deniz Yuret: Recursive neural nets 3srn You ain' nothin' but a hound dog, Presley
26 Fri Genetic algorithms 3srn Let's spend the night together, Stones
29 Mon Learning from near misses 3/3srn Creepy music for Halloween
31 Wed Representation 3srn Thus spake Zarathustra, Strauss
October Day Topic Quiz # Playlist
2 Fri Pattie Maes 3srn -
5 Mon Quiz 3 - -
7 Wed Architecture: GPS, SOAR, Subsumption, Society of Mind 4srn
9 Fri Lightning review: Probability 4 Tumbling Dice, Stones
12 Mon Holiday: Veteran's day - -
14 Wed Probabilistic inference 4 Searchin', Coasters
16 Fri Vikash Mansinghka: Statistical systems 4srn --
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 Animals, Stop Making Sense
28 Wed Patrick Winston: The truth about human intelligence: Stories 4srn --
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