Reference material

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Revision as of 21:00, 17 September 2012 by Slehmann (Talk | contribs)
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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

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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
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