Reference material

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(→Topics and Playlist 2015)
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= Topics and Playlist 2015 =
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= Topics and Playlist 2016 =
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
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! September !!Day!! Topic !! Quiz #  !! Playlist  
! September !!Day!! Topic !! Quiz #  !! Playlist  
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|  9 || Wed || What it's all about ||<!-- 1 --> || Start me up, Stones
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|  7 || Wed || What it's all about ||<!-- 1 --> || This could be the last time, Stones
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|  11 || 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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|  9 || 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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| 14 || 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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| 16 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Lightning review: Basic search] || 1 || Searchin', Beatles<br> Route 66, Stones
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| 18 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || Trouble, Keith Richards
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| 21 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || Olympic Anthem
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| 23 || 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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| 25 || Fri || Constraints in resource allocation || 2 || Paint it Black, Stones
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| 28 || Mon || Gerald J. Sussman: Propagator systems || 2srn || -
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| 30 || Wed || Quiz 1|| - || -
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! October !!Day!! Topic !! Quiz #!! Playlist
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| 1 || Fri || [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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| 5 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 2 || - <!-- Romanian national anthem, Desteapta-te române! -->
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| 7 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 2srn || Let's spend the night together, Stones
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| 9 || Fri || Edward Boyden: Real neural nets || 2srn || -
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| 12 || Mon || Holiday: Columbus day || - || -
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| 13 || Tue || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning] || 3 || 19th Nervous Breakdown, Stones 
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| 14 || Wed || Deep neural nets  || 3srn || Ain't no mountain high enough, Marvin Gaye
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| 16 || Fri || Nancy Kanwisher: What lights up when you think || 2srn || -
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| 19 || Mon || [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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| 21 || Wed || Quiz 2|| - || -
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| 23 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || 3/3srn || Miss You, Stones <!-- Shippin up to Boston, Dropkick Murphys Imma Be Rocking
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that Body, Peas -->
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| 26 || 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 || Oh no, not you again, Stones
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| 28 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 3srn || Engineer's Song, Chorallaries
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| 30 || Fri ||  Mathew Wilson: What rats think about || 3srn || -
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! November !!Day!! Topic !! Quiz #!! Playlist
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| 2 || 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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| 4 || 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 || Thus spake Zarathustra, Strauss
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| 6 || Fri || Stefanie Jegelka: Machine learning || 4srn || -
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| 9 || Mon ||  <!--[http://courses.csail.mit.edu/6.034f/ai3/Rightway.pdf Slides]
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<br>-->[http://groups.csail.mit.edu/genesis/trilogy.html The strong story hypothesis: more than you want to know]|| 4srn || Big Drum, Kodo
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| 11 || Wed || Holiday: Columbus day || - || -
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| 13 || Fri || Pawan Sinha: What the newly sighted see || 4srn || -
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| 16 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Lightning review: Probability] || 4 || Tumbling Dice, Stones
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| 18 || Wed || Quiz 3 || - || -
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| 20 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference] || 4 || Searchin', Coasters
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| 23 || Mon || Vikash Mansinghka: Statistical systems || 4srn || Hallelujah Chorus
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| 25 || Wed || The AI Biz  || - || Money, Money, ABBA
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| 27 || Fri || Holiday: Thanksgiving || - || -
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| 30 || Mon || Boris Katz: Siri, Watson, language || 4srn || -
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! December !!Day!! Topic !! Quiz #!! Playlist
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| 2 || Wed || Quiz 4 || - || -
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| 4 || Fri || Julie Shah: Cooperative robots || Final bonus srn || -
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| 7 || Mon || Five hypotheses + self-organizing maps, cross-modal clustering, and more || Final bonus srn || -
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| 9 || Wed || How to prepare for the final, the future, what to take next,
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<!--[http://courses.csail.mit.edu/6.034f/ai3/Farewell2011.pdf Slides] <br> --> || Final bonus srn ||
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Don't stop, Stones
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| 11 || Fri ||- || - || -
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| 14 || Mon ||- || - || -
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| 16 || Wed || Final, Johnson, 9-12 || - || -
 

Revision as of 15:02, 8 September 2016

Topics and Playlist 2016

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
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