Reference material
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(→Topics and Playlist 2011) |
(→Topics and Playlist 2011) |
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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 || This could be the last time, Stones | + | | 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 || You can get it if you really want it, Jimmy Cliff | + | | 10 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and problem solving] || 1 || <!--You can get it if you really want it, Jimmy Cliff--> |
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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 | + | | 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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- | | 14 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Basic search] || 1 || Searchin', Stones | + | | 14 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Basic search] || 1 || <!--Searchin', Stones--> |
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- | | 17 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || Route 66, Stones | + | | 17 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || <!--Route 66, Stones--> |
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- | | 19 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || | + | | 19 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || <!--It's Only Rock and Roll, Stones--> |
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- | | 24 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation] || 2 || I Can't Get No Satisfaction, Stones | + | | 24 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation] || 2 || <!--I Can't Get No Satisfaction, Stones--> |
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| 26 || Wed || Quiz 1|| - || - | | 26 || Wed || Quiz 1|| - || - | ||
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! October !!Day!! Topic !! Quiz #!! Playlist | ! October !!Day!! Topic !! Quiz #!! Playlist | ||
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- | | 1 || Mon|| Constraints in resource allocation || 2 || Paint it Black, Stones | + | | 1 || Mon|| Constraints in resource allocation || 2 || <!--Paint it Black, Stones--> |
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- | | 3 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch26.pdf Constraints in recognition] || 2 || The First Time I Saw your Face, Presley | + | | 3 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch26.pdf Constraints in recognition] || 2 || <!--The First Time I Saw your Face, Presley --> |
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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] || | + | | 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|| [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || | + | | 12 || Fri|| [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 2 || <!-- Romanian national anthem, Desteapta-te române! --> |
|- | |- | ||
- | | 15 || Mon|| [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning] || | + | | 15 || Mon|| [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning] || 2 || <!--19th Nervous Breakdown, Stones --> |
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- | | 17 || Wed|| [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || | + | | 17 || Wed|| [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 2 || <!--Let's spend the night together, Stones--> |
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- | | 22 || Mon || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3 || You talk too much, Peas | + | | 22 || Mon || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3 || <!--You talk too much, Peas--> |
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| 24 || Wed || Quiz 2|| - || - | | 24 || Wed || Quiz 2|| - || - | ||
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- | | 29 || 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] || | + | | 29 || 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 || <!--Get a little help from my friends, Beatles--> |
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- | | 31 || Wed || [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)] || | + | | 31 || Wed || [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)] || 3 || <!-- Workin' together, Ike and Tina Turner--> |
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! November !!Day!! Topic !! Quiz #!! Playlist | ! November !!Day!! Topic !! Quiz #!! Playlist | ||
|- | |- | ||
- | | 5 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || | + | | 5 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || 4 || <!--Imma Be Rocking that Body, Peas--> |
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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]|| 4 || Thus spake Zarathustra, Strauss | + | | 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]|| 4 || <!--Thus spake Zarathustra, Strauss--> |
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| 14 || Wed || Quiz 3|| - || - | | 14 || Wed || Quiz 3|| - || - | ||
|- | |- | ||
- | | 19 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 4 || Selections from the Black Watch, aka The Ladies from Hell | + | | 19 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 4 || <!--Selections from the Black Watch, aka The Ladies from Hell--> |
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- | | 21 || Wed || The AI Business || - || Money, money, ABBA | + | | 21 || Wed || The AI Business || - || <!--Money, money, ABBA--> |
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- | | 26 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference I] || | + | | 26 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference I] || 4 || <!--Oh No, Not You Again, Stones--> |
|- | |- | ||
- | | 28 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference II] || | + | | 28 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference II] || 4 || <!-- Tumbling Dice, Stones --> |
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! December !!Day!! Topic !! Quiz #!! Playlist | ! December !!Day!! Topic !! Quiz #!! Playlist | ||
|- | |- | ||
- | | 3 || Mon|| <!--[http://courses.csail.mit.edu/6.034f/ai3/Rightway.pdf Slides] <br> -->[http:// | + | | 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]|| 5 || <!--Ode to Joy, Ninth Symphony, Beethoven --> |
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| 5 || Wed || Quiz 4|| - || - | | 5 || Wed || Quiz 4|| - || - | ||
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- | | 12 || Wed || <!--[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] || 5 || | + | | 12 || Wed || <!--[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] || 5 || <!-- Don't stop, Stones --> |
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- | | 5 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/Kanwisher2010.pdf Watching the brain at work, less than you want to know]<br>[http://web.mit.edu/bcs/nklab/publications.shtml Watching the brain at work, more than you want to know] || 5 || Happy, Stones | + | | 5 || Mon || <!--[http://courses.csail.mit.edu/6.034f/ai3/Kanwisher2010.pdf Watching the brain at work, less than you want to know]<br>[http://web.mit.edu/bcs/nklab/publications.shtml Watching the brain at work, more than you want to know] || 5 || Happy, Stones |
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Revision as of 18:51, 30 August 2012
Some of the readings come from Patrick Winston's AI textbook (third edition), which exists as a physical book, but is also available on the internet (and there's a table of contents here).