Reference material

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{| border=1 cellspacing=0 cellpadding=3 style="font-size:90%;"
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! September !!Day!! Topic !! Playlist  
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! September !!Day!! Topic !! Quiz !! Playlist  
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|  7 || Wed || What it's all about || This could be the last time, Stones
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|  7 || Wed || What it's all about || 1 || This could be the last time, Stones
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| 12 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and symbolic integration] || You can get it if you really want it, Jimmy Cliff
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| 12 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and symbolic integration] || 1 || You can get it if you really want it, Jimmy Cliff
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| 14 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Goals and rule-based systems (pp.53-60)] || Engineer's Song, Chorallaries  
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| 14 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Goals and rule-based systems (pp.53-60)] || 1 || Engineer's Song, Chorallaries  
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| 19 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Basic search] || Searchin', Stones
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| 19 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Basic search] || 1 || Searchin', Stones
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| 23 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || Route 66, Stones
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| 23 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || Route 66, Stones
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| 26 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || It's Only Rock and Roll, Stones
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| 26 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 2 || It's Only Rock and Roll, Stones
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! October !!Day!! Topic !! Playlist
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! October !!Day!! Topic !! Quiz !! Playlist
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| 3 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in drawings] || I Can't Get No Satisfaction, Stones
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| 3 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in drawings] || 2 || I Can't Get No Satisfaction, Stones
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| 5 || Wed || Constraints in maps and resource allocation || Paint it Black, Stones
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| 5 || Wed || Constraints in maps and resource allocation || 2 || Paint it Black, Stones
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| 12 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch26.pdf Constraints in object recognition] || The First Time I Saw your Face, Presley  
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| 12 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch26.pdf Constraints in object recognition] || 2 || The First Time I Saw your Face, Presley  
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| 14 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch19.pdf Nearest neighbor learning] /[http://courses.csail.mit.edu/6.034f/sleep.pdf Sleep] || ABC song, Ray Charles et al.<!-- Sweet Neocon, Stones -->
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| 14 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch19.pdf Nearest neighbor learning] /[http://courses.csail.mit.edu/6.034f/sleep.pdf Sleep] || 3 || ABC song, Ray Charles et al.<!-- Sweet Neocon, Stones -->
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| 17 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || Romanian national anthem, Desteapta-te române!  
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| 17 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 3 || Romanian national anthem, Desteapta-te române!  
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| 19 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning]  || 19th Nervous Breakdown, Stones  
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| 19 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning]  || 3 || 19th Nervous Breakdown, Stones  
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| 24 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || Let's spend the night together, Stones
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| 24 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 3 || Let's spend the night together, Stones
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| 31 || Mon || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || You talk too much, Peas
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| 31 || 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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! November !!Day!! Topic !! Playlist  
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! November !!Day!! Topic !! Quiz !! Playlist  
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| 2 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/SVM.pdf Support-vector machines] || Get a little help from my friends, Beatles
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| 2 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/SVM.pdf Support-vector machines] || 4 || Get a little help from my friends, Beatles
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| 7 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || Imma Be Rocking that Body, Peas
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| 7 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || 3 || Imma Be Rocking that Body, Peas
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| 9 || 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)]  ||  Workin' together, Ike and Tina Turner
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| 9 || 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)]  || 4 ||  Workin' together, Ike and Tina Turner
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| 14 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Frames and representation] || Selections from the Black Watch, aka The Ladies from Hell
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| 14 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Frames and representation] || 4 || Selections from the Black Watch, aka The Ladies from Hell
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| 21 || Mon || 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], [http://courses.csail.mit.edu/6.034f/ai3/Submitted.pdf Genesis]|| Thus spake Zarathustra, Strauss
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| 21 || Mon || 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], [http://courses.csail.mit.edu/6.034f/ai3/Submitted.pdf Genesis]|| 4 || Thus spake Zarathustra, Strauss
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| 23 || Wed || The AI Business  || Money, money, ABBA
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| 23 || Wed || The AI Business  || - || Money, money, ABBA
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| 28 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference I] || Oh No, Not You Again, Stones
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| 28 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference I] || 5 || Oh No, Not You Again, Stones
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| 30 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference II] ||  Tumbling Dice, Stones  
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| 30 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference II] || 5 ||  Tumbling Dice, Stones  
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! December !!Day!! Topic !! Playlist  
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! December !!Day!! Topic !! Quiz !! Playlist  
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| 5  || Mon || [http://web.mit.edu/bcs/nklab/publications.shtml Watching the brain at work] || Happy, Stones
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| 5  || Mon || [http://web.mit.edu/bcs/nklab/publications.shtml Watching the brain at work] || 5 || Happy, Stones
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| 14 || Wed || [http://courses.csail.mit.edu/6.803/pdf/short-coen.pdf Cross-modal clustering and birdsongs]<br/>Farewell summary and discussion of the final ||  Don't stop, Stones  
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| 14 || Wed || [http://courses.csail.mit.edu/6.803/pdf/short-coen.pdf Cross-modal clustering and birdsongs]<br/>Farewell summary and discussion of the final || * ||  Don't stop, Stones  
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Revision as of 23:41, 5 December 2011

Most 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).

Topics and Playlist 2011

September Day Topic Quiz Playlist
7 Wed What it's all about 1 This could be the last time, Stones
12 Mon Goal trees and symbolic integration 1 You can get it if you really want it, Jimmy Cliff
14 Wed Goals and rule-based systems (pp.53-60) 1 Engineer's Song, Chorallaries
19 Mon Basic search 1 Searchin', Stones
23 Fri Optimal search 1 Route 66, Stones
26 Mon Games 2 It's Only Rock and Roll, Stones
October Day Topic Quiz Playlist
3 Wed Constraints in drawings 2 I Can't Get No Satisfaction, Stones
5 Wed Constraints in maps and resource allocation 2 Paint it Black, Stones
12 Wed Constraints in object recognition 2 The First Time I Saw your Face, Presley
14 Fri Nearest neighbor learning /Sleep 3 ABC song, Ray Charles et al.
17 Mon Identification tree learning 3 Romanian national anthem, Desteapta-te române!
19 Wed Neural net learning 3 19th Nervous Breakdown, Stones
24 Mon Genetic algorithms 3 Let's spend the night together, Stones
31 Mon Learning in sparse spaces 3 You talk too much, Peas
November Day Topic Quiz Playlist
2 Wed Support-vector machines 4 Get a little help from my friends, Beatles
7 Mon Learning from near misses 3 Imma Be Rocking that Body, Peas
9 Wed Boosting (Winston and Ortiz notes), Boosting (Shapiri paper) 4 Workin' together, Ike and Tina Turner
14 Mon Frames and representation 4 Selections from the Black Watch, aka The Ladies from Hell
21 Mon GPS, SOAR, Subsumption, Society of Mind, Genesis 4 Thus spake Zarathustra, Strauss
23 Wed The AI Business - Money, money, ABBA
28 Mon Probabilistic inference I 5 Oh No, Not You Again, Stones
30 Wed Probabilistic inference II 5 Tumbling Dice, Stones
December Day Topic Quiz Playlist
5 Mon Watching the brain at work 5 Happy, Stones
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