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 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Basic search] ||<!-- 1 -->|| Searchin', | + | | 14 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Basic search] ||<!-- 1 -->|| Searchin', Coasters |
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| 17 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] ||<!-- 1 -->|| <!--Route 66, Stones--> | | 17 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] ||<!-- 1 -->|| <!--Route 66, Stones--> |
Revision as of 23:44, 13 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 | This could be the last time, Stones | |
12 | Wed | Rule-based expert systems (pp.53-60) | Engineer's Song, Chorallaries | |
14 | Mon | Basic search | Searchin', Coasters | |
17 | Fri | Optimal search | ||
19 | Mon | Games | ||
24 | Wed | 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 |