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- | = Topics and Playlist 2015 = | + | = Topics and Playlist 2016 = |
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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 |
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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 | + | | 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 | + | | 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 || - || -
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Assignment of material to quizzes is tentative, but final assignment will be announced
well before each quiz.