Reference material
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| 27 || Fri || Holiday: Thanksgiving || - || - | | 27 || Fri || Holiday: Thanksgiving || - || - | ||
|- | |- | ||
- | | 30 || Mon || | + | | 30 || Mon || Boris Katz: Siri, Watson, language || 4srn || - |
|- | |- | ||
! December !!Day!! Topic !! Quiz #!! Playlist | ! December !!Day!! Topic !! Quiz #!! Playlist | ||
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| 2 || Wed || Quiz 4 || - || - | | 2 || Wed || Quiz 4 || - || - | ||
|- | |- | ||
- | | 4 || Fri || Julie Shah: Cooperative robots || Final srn || - | + | | 4 || Fri || Julie Shah: Cooperative robots || Final bonus srn || - |
|- | |- | ||
- | | 7 || Mon || | + | | 7 || Mon || Five hypotheses + self-organizing maps, cross-modal clustering, and more || Final bonus srn || - |
|- | |- | ||
| 9 || Wed || How to prepare for the final, the future, what to take next, | | 9 || Wed || How to prepare for the final, the future, what to take next, | ||
- | <!--[http://courses.csail.mit.edu/6.034f/ai3/Farewell2011.pdf Slides] <br> --> || Final srn || | + | <!--[http://courses.csail.mit.edu/6.034f/ai3/Farewell2011.pdf Slides] <br> --> || Final bonus srn || |
Don't stop, Stones | Don't stop, Stones | ||
|- | |- |
Revision as of 23:33, 3 December 2015
Topics and Playlist 2015
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 |
---|---|---|---|---|
9 | Wed | What it's all about | Start me up, Stones | |
11 | Fri | Goal trees and problem solving | 1 | This could be the last time, Stones |
14 | Mon | Rule-based expert systems (pp.53-60) | 1 | It's Only Rock and Roll |
16 | Wed | Lightning review: Basic search | 1 | Searchin', Beatles Route 66, Stones |
18 | Fri | Optimal search | 1 | Trouble, Keith Richards |
21 | Mon | Games | 1 | Olympic Anthem |
23 | Wed | Constraints in interpretation | 2srn | I Can't Get No Satisfaction, Stones |
25 | Fri | Constraints in resource allocation | 2 | Paint it Black, Stones |
28 | Mon | Gerald J. Sussman: Propagator systems | 2srn | - |
30 | Wed | Quiz 1 | - | - |
October | Day | Topic | Quiz # | Playlist |
1 | Fri | Nearest neighbor learning /Sleep | 2 | ABC song, Ray Charles et al. |
5 | Mon | Identification tree learning | 2 | - |
7 | Wed | Genetic algorithms | 2srn | Let's spend the night together, Stones |
9 | Fri | Edward Boyden: Real neural nets | 2srn | - |
12 | Mon | Holiday: Columbus day | - | - |
13 | Tue | Neural net learning | 3 | 19th Nervous Breakdown, Stones |
14 | Wed | Deep neural nets | 3srn | Ain't no mountain high enough, Marvin Gaye |
16 | Fri | Nancy Kanwisher: What lights up when you think | 2srn | - |
19 | Mon | Learning in sparse spaces | 3/3srn | You talk too much, Peas |
21 | Wed | Quiz 2 | - | - |
23 | Fri | Learning from near misses | 3/3srn | Miss You, Stones |
26 | Mon | Support-vector machines, SVM (and Boosting) Notes | 3 | Oh no, not you again, Stones |
28 | Wed | Representation | 3srn | Engineer's Song, Chorallaries |
30 | Fri | Mathew Wilson: What rats think about | 3srn | - |
November | Day | Topic | Quiz # | Playlist |
2 | Mon | Boosting (Winston and Ortiz notes), Boosting (Shapiri paper) | 4 | Workin' together, Ike and Tina Turner |
4 | Wed | Architecture: GPS, SOAR, Subsumption, Society of Mind | 4srn | Thus spake Zarathustra, Strauss |
6 | Fri | Stefanie Jegelka: Machine learning | 4srn | - |
9 | Mon | The strong story hypothesis: more than you want to know | 4srn | Big Drum, Kodo |
11 | Wed | Holiday: Columbus day | - | - |
13 | Fri | Pawan Sinha: What the newly sighted see | 4srn | - |
16 | Mon | Lightning review: Probability | 4 | Tumbling Dice, Stones |
18 | Wed | Quiz 3 | - | - |
20 | Fri | Probabilistic inference | 4 | Searchin', Coasters |
23 | Mon | Vikash Mansinghka: Statistical systems | 4srn | Hallelujah Chorus |
25 | Wed | The AI Biz | - | Money, Money, ABBA |
27 | Fri | Holiday: Thanksgiving | - | - |
30 | Mon | Boris Katz: Siri, Watson, language | 4srn | - |
December | Day | Topic | Quiz # | Playlist |
2 | Wed | Quiz 4 | - | - |
4 | Fri | Julie Shah: Cooperative robots | Final bonus srn | - |
7 | Mon | Five hypotheses + self-organizing maps, cross-modal clustering, and more | Final bonus srn | - |
9 | Wed | How to prepare for the final, the future, what to take next, | Final bonus srn |
Don't stop, Stones |
11 | Fri | - | - | - |
14 | Mon | - | - | - |
16 | Wed | Final, Johnson, 9-12 | - | - |