Reference material
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! September !!Day!! Topic !! Quiz # !! Playlist | ! September !!Day!! Topic !! Quiz # !! Playlist | ||
|- | |- | ||
- | | | + | | 4 || Wed || What it's all about ||<!-- 1 --> || Start me up, Stones |
|- | |- | ||
- | | | + | | 27 || Fri || - || - || - |
|- | |- | ||
- | | | + | | 9 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and problem solving] || 1 || This could be the last time, Stones |
|- | |- | ||
- | | | + | | 11 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Rule-based expert systems (pp.53-60)] || 1 || Engineer's Song, Chorallaries |
|- | |- | ||
- | | | + | | 13 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Lightning review: Basic search] || - || Searchin', Beatles |
+ | |- | ||
+ | | 16 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || Route 66, Stones | ||
|- | |- | ||
- | | | + | | 18 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || It's Only Rock and Roll, Stones |
|- | |- | ||
- | | | + | | 20 || Mon || Holiday: student || - | - |
+ | |- | ||
+ | | 23 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation] || 2srn || I Can't Get No Satisfaction, Stones | ||
|- | |- | ||
- | | | + | | 25 || Wed || Quiz 1|| - || - |
|- | |- | ||
- | + | | 27 || Fri || - || - || - | |
|- | |- | ||
- | | | + | | 30 || Mon|| Constraints in resource allocation || 2 || Paint it Black, Stones |
|- | |- | ||
- | + | ! October !!Day!! Topic !! Quiz #!! Playlist | |
|- | |- | ||
- | | | + | | 2 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch26.pdf Constraints in recognition] || 2srn || The First Time I Saw your Face, Flack |
|- | |- | ||
- | | | + | | 4 || Fri || [http://courses.csail.mit.edu/6.034f/sussman Gerald J. Sussman: Propagator systems] || 2srn || - |
+ | |- | ||
+ | | 7 || 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. | ||
|- | |- | ||
- | | | + | | 9 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 2 || Romanian national anthem, Desteapta-te române! |
|- | |- | ||
- | | | + | | 11 || Fri || Mathew Wilson: What rats think about || 2srn || - |
|- | |- | ||
- | | | + | | 14 || Mon || Holiday: Columbus day || - | - |
|- | |- | ||
- | | | + | | 16 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning] || 3 || 19th Nervous Breakdown, Stones |
|- | |- | ||
- | | | + | | 18 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 3srn || Let's spend the night together, Stones |
|- | |- | ||
- | | | + | | 21 || Mon || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3srn || You talk too much, Peas |
|- | |- | ||
- | | | + | | 23 || Wed || Shimon Ullman: Vision || 2srn || - |
+ | |- | ||
+ | | 25 || Fri || Quiz 2|| - || - | ||
|- | |- | ||
- | | | + | | 28 || 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 || Get a little help from my friends, Beatles |
|- | |- | ||
- | | | + | | 30 || Wed || Edward Boyden: Real neural nets || 3srn || - |
|- | |- | ||
! November !!Day!! Topic !! Quiz #!! Playlist | ! November !!Day!! Topic !! Quiz #!! Playlist | ||
|- | |- | ||
- | | | + | | 1 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] |
- | ||3srn || | + | || 3srn || Shippin up to Boston, Dropkick Murphys <!-- Imma Be Rocking that Body, Peas --> |
|- | |- | ||
- | + | | 4 || 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 | |
- | + | ||
|- | |- | ||
- | | | + | | 6 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 3srn || Selections from the Black Watch, aka The Ladies from Hell |
|- | |- | ||
- | | | + | | 8 || Fri || Boris Katz: Watson, Siri, and understanding English || 3srn || - |
|- | |- | ||
- | | | + | | 11 || Mon || Holiday: Veterans day || - | - |
|- | |- | ||
- | | | + | | 13 || 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 |
|- | |- | ||
- | | | + | | 15 || Fri || Quiz 3 || - || - |
|- | |- | ||
- | | | + | | 18 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Lightning review: Probability] || 4 || Oh No, Not You Again, Stones |
|- | |- | ||
- | | | + | | 20 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference] || 4 || Tumbling Dice, Stones |
|- | |- | ||
- | | | + | | 22 || Fri || Vikash Mansinghka: Statistical systems || 4srn || |
|- | |- | ||
- | | 30 || Fri || | + | | 25 || Mon || Pawan Sinha: Vision restored || 4srn || - |
+ | |- | ||
+ | | 27 || Wed || The AI Business || - || Money, money, ABBA | ||
+ | |- | ||
+ | | 30 || Fri || Holiday: Thanksgiving || - || - | ||
|- | |- | ||
! December !!Day!! Topic !! Quiz #!! Playlist | ! December !!Day!! Topic !! Quiz #!! Playlist | ||
|- | |- | ||
- | | | + | | 2 || Mon|| <!--[http://courses.csail.mit.edu/6.034f/ai3/Rightway.pdf Slides] |
+ | <br>-->[http://groups.csail.mit.edu/genesis/trilogy.html Five Hypotheses: more than you want to know]|| 4srn || Big Drum, Kodo | ||
+ | |- | ||
+ | | 4 || Wed || Five Hypotheses, Part II [http://courses.csail.mit.edu/6.034f/ai3/coen-short.pdf Cross-modal clustering] || 4srn || Oh No, Not You Again, Stones | ||
|- | |- | ||
- | | | + | | 6 || Fri || Quiz 4|| - || - |
|- | |- | ||
- | | | + | | 4 || Mon || Fox Harrell: Digital story telling || - || - |
|- | |- | ||
+ | | 11 || 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> --> || - || Don't stop, Stones |
Revision as of 16:17, 8 December 2013
Topics and Playlist 2012
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 |
---|---|---|---|---|
4 | Wed | What it's all about | Start me up, Stones | |
27 | Fri | - | - | - |
9 | Mon | Goal trees and problem solving | 1 | This could be the last time, Stones |
11 | Wed | Rule-based expert systems (pp.53-60) | 1 | Engineer's Song, Chorallaries |
13 | Fri | Lightning review: Basic search | - | Searchin', Beatles |
16 | Mon | Optimal search | 1 | Route 66, Stones |
18 | Wed | Games | 1 | It's Only Rock and Roll, Stones |
20 | Mon | Holiday: student | - | |
23 | Mon | Constraints in interpretation | 2srn | I Can't Get No Satisfaction, Stones |
25 | Wed | Quiz 1 | - | - |
27 | Fri | - | - | - |
30 | Mon | Constraints in resource allocation | 2 | Paint it Black, Stones |
October | Day | Topic | Quiz # | Playlist |
2 | Wed | Constraints in recognition | 2srn | The First Time I Saw your Face, Flack |
4 | Fri | Gerald J. Sussman: Propagator systems | 2srn | - |
7 | Mon | Nearest neighbor learning /Sleep | 2 | ABC song, Ray Charles et al. |
9 | Wed | Identification tree learning | 2 | Romanian national anthem, Desteapta-te române! |
11 | Fri | Mathew Wilson: What rats think about | 2srn | - |
14 | Mon | Holiday: Columbus day | - | |
16 | Wed | Neural net learning | 3 | 19th Nervous Breakdown, Stones |
18 | Fri | Genetic algorithms | 3srn | Let's spend the night together, Stones |
21 | Mon | Learning in sparse spaces | 3srn | You talk too much, Peas |
23 | Wed | Shimon Ullman: Vision | 2srn | - |
25 | Fri | Quiz 2 | - | - |
28 | Mon | Support-vector machines, SVM (and Boosting) Notes | 3 | Get a little help from my friends, Beatles |
30 | Wed | Edward Boyden: Real neural nets | 3srn | - |
November | Day | Topic | Quiz # | Playlist |
1 | Fri | Learning from near misses | 3srn | Shippin up to Boston, Dropkick Murphys |
4 | Mon | Boosting (Winston and Ortiz notes), Boosting (Shapiri paper) | 4 | Workin' together, Ike and Tina Turner |
6 | Wed | Representation | 3srn | Selections from the Black Watch, aka The Ladies from Hell |
8 | Fri | Boris Katz: Watson, Siri, and understanding English | 3srn | - |
11 | Mon | Holiday: Veterans day | - | |
13 | Wed | Architecture: GPS, SOAR, Subsumption, Society of Mind | 3srn | Thus spake Zarathustra, Strauss |
15 | Fri | Quiz 3 | - | - |
18 | Mon | Lightning review: Probability | 4 | Oh No, Not You Again, Stones |
20 | Wed | Probabilistic inference | 4 | Tumbling Dice, Stones |
22 | Fri | Vikash Mansinghka: Statistical systems | 4srn | |
25 | Mon | Pawan Sinha: Vision restored | 4srn | - |
27 | Wed | The AI Business | - | Money, money, ABBA |
30 | Fri | Holiday: Thanksgiving | - | - |
December | Day | Topic | Quiz # | Playlist |
2 | Mon | Five Hypotheses: more than you want to know | 4srn | Big Drum, Kodo |
4 | Wed | Five Hypotheses, Part II Cross-modal clustering | 4srn | Oh No, Not You Again, Stones |
6 | Fri | Quiz 4 | - | - |
4 | Mon | Fox Harrell: Digital story telling | - | - |
11 | Wed | How to prepare for the final, the future, what to take next, | - | Don't stop, Stones |