Reference material
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| - | ! September !!Day!! Topic !! Quiz !! Playlist | + | ! September !!Day!! Topic !! Quiz # !! Playlist |
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| 7 || Wed || What it's all about || 1 || This could be the last time, Stones | | 7 || Wed || What it's all about || 1 || This could be the last time, 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 | | 26 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 2 || It's Only Rock and Roll, Stones | ||
|- | |- | ||
| - | | 28 || Wed || Quiz || - || - | + | | 28 || Wed || Quiz 1|| - || - |
|- | |- | ||
| - | ! October !!Day!! Topic !! Quiz !! Playlist | + | ! October !!Day!! Topic !! Quiz #!! Playlist |
|- | |- | ||
| 3 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in drawings] || 2 || I Can't Get No Satisfaction, Stones | | 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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| 24 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 3 || Let's spend the night together, Stones | | 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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| - | | 26 || Wed || Quiz || - || - | + | | 26 || Wed || Quiz 2|| - || - |
|- | |- | ||
| 31 || Mon || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3 || You talk too much, Peas | | 31 || Mon || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3 || You talk too much, Peas | ||
|- | |- | ||
| - | ! November !!Day!! Topic !! Quiz !! Playlist | + | ! November !!Day!! Topic !! Quiz #!! Playlist |
|- | |- | ||
| 2 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/SVM.pdf Support-vector machines] || 4 || Get a little help from my friends, Beatles | | 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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| 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 | | 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 | ||
|- | |- | ||
| - | | 16 || Wed || Quiz || - || - | + | | 16 || Wed || Quiz 3|| - || - |
|- | |- | ||
| 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 | | 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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| 30 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference II] || 5 || Tumbling Dice, Stones | | 30 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference II] || 5 || Tumbling Dice, Stones | ||
|- | |- | ||
| - | ! December !!Day!! Topic !! Quiz !! Playlist | + | ! December !!Day!! Topic !! Quiz #!! Playlist |
|- | |- | ||
| 5 || Mon || [http://web.mit.edu/bcs/nklab/publications.shtml Watching the brain at work] || 5 || Happy, Stones | | 5 || Mon || [http://web.mit.edu/bcs/nklab/publications.shtml Watching the brain at work] || 5 || Happy, Stones | ||
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| - | | 7 || Wed || Quiz || - || - | + | | 7 || Wed || Quiz 4|| - || - |
|- | |- | ||
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Revision as of 23:47, 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 |
| 28 | Wed | Quiz 1 | - | - |
| 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 |
| 26 | Wed | Quiz 2 | - | - |
| 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 |
| 16 | Wed | Quiz 3 | - | - |
| 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 |
| 7 | Wed | Quiz 4 | - | - |
