Reference material
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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 || | + | | 14 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Basic search] || ---|| Searchin', Beatles |
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| - | | 17 || | + | | 17 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || <!--Route 66, Stones--> |
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| - | | 19 || | + | | 19 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || <!--It's Only Rock and Roll, Stones--> |
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| - | | 24 || | + | | 24 || Mon || [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|| - || - | ||
Revision as of 21:00, 17 September 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).
Topics and Playlist 2012
| September | Day | Topic | Quiz # | Playlist |
|---|---|---|---|---|
| 5 | Wed | What it's all about | Start me up, Stones | |
| 10 | Mon | Goal trees and problem solving | 1 | This could be the last time, Stones |
| 12 | Wed | Rule-based expert systems (pp.53-60) | 1 | Engineer's Song, Chorallaries |
| 14 | Fri | Basic search | --- | Searchin', Beatles |
| 17 | Mon | Optimal search | 1 | |
| 19 | Wed | Games | 1 | |
| 24 | Mon | Constraints in interpretation | ||
| 26 | Wed | Quiz 1 | - | - |
| October | Day | Topic | Quiz # | Playlist |
| 1 | Mon | Constraints in resource allocation | ||
| 3 | Wed | Constraints in recognition | ||
| 10 | Wed | Nearest neighbor learning /Sleep | ||
| 12 | Fri | Identification tree learning | ||
| 15 | Mon | Neural net learning | ||
| 17 | Wed | Genetic algorithms | ||
| 22 | Mon | Learning in sparse spaces | ||
| 24 | Wed | Quiz 2 | - | - |
| 29 | Mon | Support-vector machines, SVM (and Boosting) Notes | ||
| 31 | Wed | Boosting (Winston and Ortiz notes), Boosting (Shapiri paper) | ||
| November | Day | Topic | Quiz # | Playlist |
| 5 | Mon | Learning from near misses | ||
| 7 | Wed | GPS, SOAR, Subsumption, Society of Mind | ||
| 14 | Wed | Quiz 3 | - | - |
| 19 | Mon | Representation | ||
| 21 | Wed | The AI Business | - | |
| 26 | Mon | Probabilistic inference I | ||
| 28 | Wed | Probabilistic inference II | ||
| December | Day | Topic | Quiz # | Playlist |
| 3 | Mon | Hypotheses: more than you want to know | ||
| 5 | Wed | Quiz 4 | - | - |
| 10 | Mon | Cross-modal clustering: less and more than you want to know | ||
| Happy, Stones |
