Reference material
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| 16 || Wed || Vikash Mansinghka: Statistical systems || 4srn || -- | | 16 || Wed || Vikash Mansinghka: Statistical systems || 4srn || -- | ||
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- | | 18 || Fri || [https://storage.googleapis.com/deepmind-media/alphago/AlphaGoNaturePaper.pdf AlphaGo] || | + | | 18 || Fri || [https://storage.googleapis.com/deepmind-media/alphago/AlphaGoNaturePaper.pdf AlphaGo] || 4srn || Engineer's Song, Chorallaries |
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| 21 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/boosting.pdf Boosting (Winston and Ortiz notes)], [http://courses.csail.mit.edu/6.034f/ai3/msri.pdf Boosting (Shapire paper)] || 4 || Workin' together, Ike and Tina Turner | | 21 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/boosting.pdf Boosting (Winston and Ortiz notes)], [http://courses.csail.mit.edu/6.034f/ai3/msri.pdf Boosting (Shapire paper)] || 4 || Workin' together, Ike and Tina Turner |
Revision as of 00:03, 6 December 2016
Topics and Playlist 2016
Assignment of material to quizzes is tentative, but final assignment will be announced well before each quiz.
srn in an assignment means the material will be in the "spiritual" and "right-now" part of the quiz. See Grading and collaboration policy.
September | Day | Topic | Quiz # | Playlist |
---|---|---|---|---|
7 | Wed | What it's all about | This could be the last time, Stones | |
9 | Fri | Goal trees and problem solving | 1 | Start me up, Stones |
12 | Mon | Rule-based expert systems (pp.53-60) | 1 | It's Only Rock and Roll |
14 | Wed | Lightning review: Basic search | 1 | Searchin', Beatles |
16 | Fri | Optimal search | 1 | Route 66, Stones |
19 | Mon | Games | 1 | Olympic Anthem |
21 | Wed | Constraints in interpretation | 2 | I Can't Get No Satisfaction, Stones |
23 | Fri | Holiday: Student | - | - |
26 | Mon | Constraints in resource allocation | 2 | Paint it Black, Stones |
28 | Wed | Quiz 1 | - | - |
30 | Fri | Gerald J. Sussman | 2rn | - |
October | Day | Topic | Quiz # | Playlist |
3 | Mon | Nearest neighbor learning /Sleep | 2 | ABC song, Ray Charles et al. |
5 | Wed | Identification tree learning | 2 | - |
7 | Fri | Edward Boyden: Real neural nets | 2srn | - |
10 | Mon | Holiday: Columbus day | - | - |
12 | Wed | Neural net learning | 3 | 19th Nervous Breakdown, Stones |
14 | Fri | Deep neural nets | 2srn | Ain't no mountain high enough, Marvin Gaye |
17 | Mon | Nancy Kanwisher: What lights up when you think | 2srn | - |
19 | Wed | Quiz 2 | - | - |
21 | Fri | Genetic algorithms | 3srn | Let's spend the night together, Stones |
24 | Mon | Learning in sparse spaces | 3/3srn | You talk too much, Peas |
26 | Wed | Support-vector machines, SVM (and Boosting) Notes | 3 | O Daiko |
28 | Fri | Learning from near misses | 3/3srn | Miss You, Stones |
31 | Mon | Representation | 3srn | Creepy music for Halloween |
November | Day | Topic | Quiz # | Playlist |
2 | Wed | Architecture: GPS, SOAR, Subsumption, Society of Mind | 3srn | Thus spake Zarathustra, Strauss |
4 | Fri | Boris Katz: Siri, Watson, language | 3srn | - |
7 | Mon | Lightning review: Probability | 4 | Tumbling Dice, Stones |
9 | Wed | Quiz 3 | - | - |
11 | Fri | Holiday: Veterans day | - | - |
14 | Mon | Probabilistic inference | 4 | Searchin', Coasters |
16 | Wed | Vikash Mansinghka: Statistical systems | 4srn | -- |
18 | Fri | AlphaGo | 4srn | Engineer's Song, Chorallaries |
21 | Mon | Boosting (Winston and Ortiz notes), Boosting (Shapire paper) | 4 | Workin' together, Ike and Tina Turner |
23 | Wed | The AI Biz | - | Money, Money, ABBA |
25 | Fri | Holiday: Thanksgiving | - | - |
28 | Mon | Bob Berwick: The truth about human intelligence; Merge | 4srn | - |
30 | Wed | Patrick Winston: The truth about human intelligence; the Rest of the Story | 4srn | - |
December | Day | Topic | Quiz # | Playlist |
2 | Fri | Gill Pratt: TBD | 4srn | - |
5 | Mon | Mathew Wilson: What rats think about | 4srn | - |
7 | Wed | Quiz 4 | - | - |
9 | Fri | TBD | Final bonus srn | - |
12 | Mon | TBD | Final bonus srn | - |
14 | Wed | How to prepare for the final, the future, what to take next | Final bonus srn | Don't stop, Stones |
20 | Tue | Final, Johnson, 1:30-4:30 | - | - |