Reference material
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| + | Most of the readings come from Patrick Winston's AI textbook (third edition), which exists as a [http://www.amazon.com/Artificial-Intelligence-3rd-Winston/dp/0201533774/ physical book], but is also available [http://courses.csail.mit.edu/6.034f/ai3/ on the internet] (and there's a table of contents [http://people.csail.mit.edu/phw/Books/AITABLE.HTML here]). | ||
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= Topics and Playlist 2011 = | = Topics and Playlist 2011 = | ||
Revision as of 01:00, 28 November 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 | Playlist |
|---|---|---|---|
| 7 | Wed | What it's all about | This could be the last time, Stones |
| 12 | Mon | Goal trees and symbolic integration | You can get it if you really want it, Jimmy Cliff |
| 14 | Wed | Goals and rule-based systems (pp.53-60) | Engineer's Song, Chorallaries |
| 19 | Mon | Basic search | Searchin', Stones |
| 23 | Fri | Optimal search | Route 66, Stones |
| 26 | Mon | Games | It's Only Rock and Roll, Stones |
| October | Day | Topic | Playlist |
| 3 | Wed | Constraints in drawings | I Can't Get No Satisfaction, Stones |
| 5 | Wed | Constraints in maps and resource allocation | Paint it Black, Stones |
| 12 | Wed | Constraints in object recognition | The First Time I Saw your Face, Presley |
| 14 | Fri | Nearest neighbor learning /Sleep | ABC song, Ray Charles et al. |
| 17 | Mon | Identification tree learning | Romanian national anthem, Desteapta-te române! |
| 19 | Wed | Neural net learning | 19th Nervous Breakdown, Stones |
| 24 | Mon | Genetic algorithms | Let's spend the night together, Stones |
| 31 | Mon | Learning in sparse spaces | You talk too much, Peas |
| November | Day | Topic | Playlist |
| 2 | Wed | Support-vector machines | Get a little help from my friends, Beatles |
| 7 | Mon | Learning from near misses | Imma Be Rocking that Body, Peas |
| 9 | Wed | Boosting (Winston and Ortiz notes), Boosting (Shapiri paper) | Workin' together, Ike and Tina Turner |
| 14 | Mon | Frames and representation | Selections from the Black Watch, aka The Ladies from Hell |
| 21 | Mon | GPS, SOAR, Subsumption, Society of Mind, Genesis | Thus spake Zarathustra, Strauss |
| 23 | Wed | The AI Business | Money, money, ABBA |
| 28 | Mon | Probabilistic inference I | Tumbling Dice, Stones |
| 30 | Wed | Probabilistic inference II |
