Reference material
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- | + | = Topics and Playlist 2016 = | |
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Assignment of material to quizzes is tentative, but final assignment will be announced | Assignment of material to quizzes is tentative, but final assignment will be announced | ||
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! September !!Day!! Topic !! Quiz # !! Playlist | ! September !!Day!! Topic !! Quiz # !! Playlist | ||
|- | |- | ||
- | | | + | | 7 || Wed || What it's all about ||<!-- 1 --> || This could be the last time, Stones |
|- | |- | ||
- | | | + | | 9 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and problem solving] || 1 || Start me up, Stones |
|- | |- | ||
- | | | + | | 12 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Rule-based expert systems (pp.53-60)] || 1 || It's Only Rock and Roll |
|- | |- | ||
- | | | + | | 14 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Lightning review: Basic search] || 1 || Searchin', Beatles |
|- | |- | ||
- | | | + | | 16 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || Route 66, Stones |
|- | |- | ||
- | | | + | | 19 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || Olympic Anthem |
|- | |- | ||
- | | | + | | 21 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation] || 2srn || I Can't Get No Satisfaction, Stones |
|- | |- | ||
- | | | + | | 23 || Fri || Holiday: Student || - || - |
|- | |- | ||
- | | | + | | 26 || Mon || Constraints in resource allocation || 2 || Paint it Black, Stones |
|- | |- | ||
- | | 30 || Wed || Quiz 1|| - || - | + | | 28 || Wed || Quiz 1|| - || - |
+ | |- | ||
+ | | 30 || Fri || Gerald J. Sussman || 2rn || - | ||
+ | |- | ||
+ | ! October !!Day!! Topic !! Quiz #!! Playlist | ||
+ | |- | ||
+ | | 3 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch19.pdf Nearest neighbor learning] /[http://courses.csail.mit.edu/6.034f/sleep.pdf Sleep] || 2 || ABC song, Ray Charles et al. | ||
+ | |- | ||
+ | | 5 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 2 || - <!-- Romanian national anthem, Desteapta-te române! --> | ||
+ | |- | ||
+ | | 7 || Fri || Edward Boyden: Real neural nets || 2srn || - | ||
+ | |- | ||
+ | | 10 || Mon || Holiday: Columbus day || - || - | ||
+ | |- | ||
+ | | 12 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf 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 || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 3srn || Let's spend the night together, Stones | ||
+ | |- | ||
+ | | 24 || Mon || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3/3srn || You talk too much, Peas | ||
+ | |- | ||
+ | | 26 || Wed || [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 || O Daiko <!-- Oh no, not you again, Stones --> | ||
+ | |- | ||
+ | | 28 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || 3/3srn || Miss You, Stones <!-- Shippin up to Boston, Dropkick Murphys Imma Be Rocking | ||
+ | that Body, Peas --> | ||
+ | |- | ||
+ | | 31 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 3srn || Creepy music for Halloween | ||
+ | |- | ||
+ | ! November !!Day!! Topic !! Quiz #!! Playlist | ||
+ | |- | ||
+ | | 2 || 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]|| 3srn || Thus spake Zarathustra, Strauss | ||
+ | |- | ||
+ | | 4 || Fri || Boris Katz: Siri, Watson, language || 3srn || - | ||
+ | |- | ||
+ | | 7 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Lightning review: Probability] || 4 || Tumbling Dice, Stones | ||
+ | |- | ||
+ | | 9 || Wed || Quiz 3 || - || - | ||
+ | |- | ||
+ | | 11 || Fri || Holiday: Veterans day || - || - | ||
+ | |- | ||
+ | | 14 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference] || 4 || Searchin', Coasters | ||
+ | |- | ||
+ | | 16 || Wed || Vikash Mansinghka: Statistical systems || 4srn || -- | ||
+ | |- | ||
+ | | 18 || Fri || [https://storage.googleapis.com/deepmind-media/alphago/AlphaGoNaturePaper.pdf AlphaGo] || 4srn || Engineer's Song, Chorallaries | ||
+ | |- | ||
+ | | 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 | ||
+ | |- | ||
+ | | 23 || Wed || The AI Biz || - || Money, Money, ABBA | ||
+ | |- | ||
+ | | 25 || Fri || Holiday: Thanksgiving || - || - | ||
+ | |- | ||
+ | | 28 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/Berwick.pdf Bob Berwick: The truth about human intelligence; Merge] || 4srn || - | ||
+ | |- | ||
+ | | 30 || Wed || [http://courses.csail.mit.edu/6.034f/Genesis.pdf Patrick Winston: The truth about human intelligence; Stories] || 4srn || Will.I.Am and the Black-Eyed Peas | ||
+ | |- | ||
+ | ! December !!Day!! Topic !! Quiz #!! Playlist | ||
+ | |- | ||
+ | | 2 || Fri || Gill Pratt: Cars, Brains, Robots || 4srn || Medley, the Ladies from Hell aka The Black Watch | ||
+ | |- | ||
+ | | 5 || Mon || Mathew Wilson: What rats think about || 4srn || Four seasons, Vivaldi | ||
+ | |- | ||
+ | | 7 || Wed || Quiz 4 || - || - | ||
+ | |- | ||
+ | | 9 || Fri || Self organizing maps, cross modal coupling, correlation, regularity detection || Final bonus srn || - | ||
+ | |- | ||
+ | | 12 || Mon || Julie Shah: TBD || Final bonus srn || - | ||
+ | |- | ||
+ | | 14 || Wed || How to prepare for the final, the future, what to take next, self-conscious computing || Final bonus srn || Don't stop, Stones | ||
+ | |- | ||
+ | | 20 || Tue || Final, Johnson, 1:30-4:30 || - || - |
Revision as of 17:54, 13 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 | 2srn | 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; Stories | 4srn | Will.I.Am and the Black-Eyed Peas |
December | Day | Topic | Quiz # | Playlist |
2 | Fri | Gill Pratt: Cars, Brains, Robots | 4srn | Medley, the Ladies from Hell aka The Black Watch |
5 | Mon | Mathew Wilson: What rats think about | 4srn | Four seasons, Vivaldi |
7 | Wed | Quiz 4 | - | - |
9 | Fri | Self organizing maps, cross modal coupling, correlation, regularity detection | Final bonus srn | - |
12 | Mon | Julie Shah: TBD | Final bonus srn | - |
14 | Wed | How to prepare for the final, the future, what to take next, self-conscious computing | Final bonus srn | Don't stop, Stones |
20 | Tue | Final, Johnson, 1:30-4:30 | - | - |