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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6 || Wed || What it's all about ||<!-- 1 --> || Start me up, 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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| 8 || Fri || [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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| 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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| 11 || 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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| 14 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Basic search] || ---|| Searchin', Beatles
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| 13 || 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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| 15 || 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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| 18 || 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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| 20 || 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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| 22 || Fri || Constraints in resource allocation || 2 || Paint it Black, Stones
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| 25 || Mon || Gerald J. Sussman || 2srn || -
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| 27 || Wed || Quiz 1|| - || -
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| 29 || Fri || Holiday: Student || - || -
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! October !!Day!! Topic !! Quiz #!! Playlist
! October !!Day!! Topic !! Quiz #!! Playlist
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|-
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| 2 || 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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|-
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| 4 || 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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| 1 || Mon|| Constraints in resource allocation || 2 || Paint it Black, Stones
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| 6 || Fri || Edward Boyden: Real neural nets || 2srn || -
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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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| 9 || Mon || Holiday: Columbus day || - || -
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| 5 || Fri || Professor Gerald J. Sussman: Propagator systems || 2srn ||
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| 11 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning] || 3 || 19th Nervous Breakdown, Stones 
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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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| 13 || Fri || Deep neural nets  || 2srn || Ain't no mountain high enough, Marvin Gaye
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| 16 || Mon || Nancy Kanwisher: What lights up when you think || 2srn || You ain' nothin' but a hound dog, Presley
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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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| 18 || Wed || Quiz 2|| - || -
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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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| 20 || Fri ||[http://storage.googleapis.com/deepmind-media/alphago/AlphaGoNaturePaper.pdf AlphaGo and AlphaGo Zero ] || 3srn || It's all in a game, Tommy Edwards
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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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| 23 || Mon || [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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| 25 || Wed || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3/3srn || You talk too much, Peas
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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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| 27 || Fri || [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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| 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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| 30 || 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/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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! November !!Day!! Topic !! Quiz #!! Playlist
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! November !!Day!! Topic !! Quiz #!! Playlist  
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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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||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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| 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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<!--
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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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| 14 || Wed || Quiz 3|| - || -
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| 16 || Fri || Dr. Boris Katz: START, Watson, Siri and language understanding || 4srn ||
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| 1 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 3srn || Thus spake Zarathustra, Strauss
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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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| 3 || Fri || Pattie Maes || 3srn || -
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| 21 || Wed || The AI Business || - || Money, money, ABBA
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| 6 || Mon || 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]|| 3srn ||  
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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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| 8 || Wed || Quiz 3|| - || -
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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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| 10 || Fri || Holiday: Veteran's day || - || -
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| 30 || Fri || Vikash Mansinghka: Statistical systems || 4srn ||
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| 13 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Lightning review: Probability] || 4 || Tumbling Dice, Stones
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! December !!Day!! Topic !! Quiz #!! Playlist
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| 15 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference] || 4 || Searchin', Coasters
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|-
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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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| 17 || Fri || Vikash Mansinghka: Statistical systems || 4srn || --
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| 5 || Wed || Quiz 4|| - || -
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| 20 || 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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| 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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| 22 || Wed || The AI Biz  || - || Money, Money, ABBA
|-
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| 24 || Fri || Holiday: Thanksgiving || - || -

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
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 - -
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