Reference material
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| 25 || Fri || Constraints in resource allocation || 2 || Paint it Black, Stones | | 25 || Fri || Constraints in resource allocation || 2 || Paint it Black, Stones | ||
|- | |- | ||
- | | 28 || Mon || | + | | 28 || Mon || Gerald J. Sussman: Propagator systems || 2srn || - |
|- | |- | ||
| 30 || Wed || Quiz 1|| - || - | | 30 || Wed || Quiz 1|| - || - | ||
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| 26 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/SVM.pdf Support-vector machines], [http://ai6034.mit.edu/fall11/images/SVM_and_Boosting.pdf SVM (and Boosting) Notes] || 3 || Oh no, not you again, Stones | | 26 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/SVM.pdf Support-vector machines], [http://ai6034.mit.edu/fall11/images/SVM_and_Boosting.pdf SVM (and Boosting) Notes] || 3 || Oh no, not you again, Stones | ||
|- | |- | ||
- | | 28 || Wed || | + | | 28 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 3srn || Engineer's Song, Chorallaries |
|- | |- | ||
- | | 30 || | + | | 30 || Fri || Mathew Wilson: What rats think about || 3srn || - |
+ | |- | ||
+ | ! November !!Day!! Topic !! Quiz #!! Playlist | ||
+ | |- | ||
+ | | 2 || 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 (Shapiri paper)] || 4 || Workin' together, Ike and Tina Turner | ||
+ | |- | ||
+ | | 4 || Wed || Architecture: <!--[http://courses.csail.mit.edu/6.034f/ai3/Emotionmachine.pdf Slides] <br>-->GPS, [http://courses.csail.mit.edu/6.034f/ai3/SOAR.pdf SOAR], [http://courses.csail.mit.edu/6.034f/ai3/Subsumption.pdf Subsumption], [http://web.media.mit.edu/~minsky/eb5.html Society of Mind]|| 4srn || Thus spake Zarathustra, Strauss | ||
+ | |- | ||
+ | | 6 || Fri || Stefanie Jegelka: Machine learning || 4srn || - | ||
+ | |- | ||
+ | | 9 || Mon || <!--[http://courses.csail.mit.edu/6.034f/ai3/Rightway.pdf Slides] | ||
+ | <br>-->[http://groups.csail.mit.edu/genesis/trilogy.html 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 || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Lightning review: Probability] || 4 || Tumbling Dice, Stones | ||
+ | |- | ||
+ | | 18 || Wed || Quiz 3 || - || - | ||
+ | |- | ||
+ | | 20 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf 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 || TBD || 4srn || - | ||
+ | |- | ||
+ | ! December !!Day!! Topic !! Quiz #!! Playlist | ||
+ | |- | ||
+ | | 2 || Wed || Quiz 4 || - || - | ||
+ | |- | ||
+ | | 4 || Fri || Julie Shah: Cooperative robots || Final srn || - | ||
+ | |- | ||
+ | | 7 || Mon || TBD || - || - | ||
+ | |- | ||
+ | | 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 || | ||
+ | Don't stop, Stones | ||
+ | |- | ||
+ | | 11 || Fri ||- || - || - | ||
+ | |- | ||
+ | | 14 || Mon ||- || - || - | ||
+ | |- | ||
+ | | 16 || Wed || Final, Johnson, 9-12 || - || - |
Revision as of 15:12, 15 November 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 | TBD | 4srn | - |
December | Day | Topic | Quiz # | Playlist |
2 | Wed | Quiz 4 | - | - |
4 | Fri | Julie Shah: Cooperative robots | Final srn | - |
7 | Mon | TBD | - | - |
9 | Wed | How to prepare for the final, the future, what to take next, | Final srn |
Don't stop, Stones |
11 | Fri | - | - | - |
14 | Mon | - | - | - |
16 | Wed | Final, Johnson, 9-12 | - | - |