Reference material
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| 12 || Mon|| [http://courses.csail.mit.edu/6.034f/ai3/Rightway.pdf Slides] <br> [http://courses.csail.mit.edu/6.034f/ai3/Submitted.pdf Hypotheses: more than you want to know]|| 5 || Ode to Joy, Ninth Symphony, Beethoven | | 12 || Mon|| [http://courses.csail.mit.edu/6.034f/ai3/Rightway.pdf Slides] <br> [http://courses.csail.mit.edu/6.034f/ai3/Submitted.pdf Hypotheses: more than you want to know]|| 5 || Ode to Joy, Ninth Symphony, Beethoven | ||
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- | | 14 || Wed ||[http://courses.csail.mit.edu/6.034f/ai3/Farewell2011.pdf Slides] <br> [http://courses.csail.mit.edu/6.034f/ai3/ | + | | 14 || 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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Revision as of 05:22, 18 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, SVM (and Boosting) Notes | 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 | Slides GPS, SOAR, Subsumption, Society of Mind | 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, less than you want to know Watching the brain at work, more than you want to know | 5 | Happy, Stones |
7 | Wed | Quiz 4 | - | - |
12 | Mon | Slides Hypotheses: more than you want to know | 5 | Ode to Joy, Ninth Symphony, Beethoven |
14 | Wed | Slides Cross-modal clustering: less and more than you want to know | 5 | Don't stop, Stones |