Reference material
From 6.034 Wiki
(Difference between revisions)
m (→Topics and Playlist 2012) |
(→Topics and Playlist 2014) |
||
(44 intermediate revisions not shown.) | |||
Line 1: | Line 1: | ||
- | = Topics and Playlist | + | |
+ | |||
+ | = Topics and Playlist 2014 = | ||
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 | ||
Line 10: | Line 12: | ||
! September !!Day!! Topic !! Quiz # !! Playlist | ! September !!Day!! Topic !! Quiz # !! Playlist | ||
|- | |- | ||
- | | | + | | 3 || Wed || What it's all about ||<!-- 1 --> || Start me up, Stones |
|- | |- | ||
- | | | + | | 5 || Fri || - || - || - |
|- | |- | ||
- | | | + | | 8 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and problem solving] || 1 || This could be the last time, Stones |
|- | |- | ||
- | | | + | | 10 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch3.pdf Rule-based expert systems (pp.53-60)] || 1 || It's Only Rock and Roll, Stones |
|- | |- | ||
- | | | + | | 12 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Lightning review: Basic search] || - || Searchin', Beatles |
+ | |- | ||
+ | | 15 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || Route 66, Stones | ||
|- | |- | ||
- | | | + | | 17 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || Selections from the Black Watch, aka The Ladies from Hell |
|- | |- | ||
- | | | + | | 19 || Fri || Holiday: student || - || - |
+ | |- | ||
+ | | 22 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation] || 2srn || I Can't Get No Satisfaction, Stones | ||
|- | |- | ||
- | | | + | | 24 || Wed|| Constraints in resource allocation || 2 || Paint it Black, Stones |
+ | |- | ||
+ | | 26 || Fri || Quiz 1|| - || - | ||
+ | |- | ||
+ | | 29 || 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. | ||
|- | |- | ||
! October !!Day!! Topic !! Quiz #!! Playlist | ! October !!Day!! Topic !! Quiz #!! Playlist | ||
|- | |- | ||
- | | 1 || | + | | 1 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 2 || Romanian national anthem, Desteapta-te române! |
|- | |- | ||
- | | 3 || | + | | 3 || Fri || [http://courses.csail.mit.edu/6.034f/sussman Gerald J. Sussman: Propagator systems] || 2srn || - |
|- | |- | ||
- | | | + | | 6 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning] || 3 || 19th Nervous Breakdown, Stones |
|- | |- | ||
- | | | + | | 8 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 3srn || Let's spend the night together, Stones |
+ | |- | ||
+ | | 10 || Fri || Edward Boyden: Real neural nets || 2srn || - | ||
|- | |- | ||
- | | | + | | 13 || Mon || Holiday: Columbus day || - || - |
|- | |- | ||
- | | 15 || | + | | 15 || Wed || Quiz 2|| - || - |
|- | |- | ||
- | | 17 || | + | | 17 || Fri || Nancy Kanwisher: What lights up when you think || 3srn || - |
+ | |- | ||
+ | | 20 || 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 | ||
+ | |- | ||
+ | | 22 || Wed || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3/3srn || You talk too much, Peas | ||
|- | |- | ||
- | | | + | | 24 || 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 --> | ||
|- | |- | ||
- | | | + | | 27 || 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 |
|- | |- | ||
- | | | + | | 29 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 3srn || Engineer's Song, Chorallaries |
- | + | ||
- | + | ||
- | + | ||
- | + | ||
|- | |- | ||
- | | 31 || | + | | 31 || Fri || Julie Shah: Cooperating robots || 3srn || With a little help from my friends, Beatles |
|- | |- | ||
- | ! November !!Day!! Topic !! Quiz #!! Playlist | + | ! November !!Day!! Topic !! Quiz #!! Playlist |
|- | |- | ||
- | | | + | | 3 || Mon || 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 |
- | ||3srn || | + | |
|- | |- | ||
- | + | | 5 || Wed || Randall Davis || 3srn || - | |
- | + | ||
|- | |- | ||
- | | 7 || | + | | 7 || Fri || Quiz 3 || - || - |
|- | |- | ||
- | | | + | | 11 || Wed || <!--[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 | ||
|- | |- | ||
- | | | + | | 13 || Fri || Boris Katz: Watson, Siri, and understanding English || 4srn || - |
|- | |- | ||
- | | | + | | 17 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Lightning review: Probability] || 4 || Tumbling Dice, Stones |
|- | |- | ||
- | | 19 || | + | | 19 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference] || 4 || Searchin', Coasters |
|- | |- | ||
- | | 21 || | + | | 21 || Fri || Vikash Mansinghka: Statistical systems || 4srn || Hallelujah Chorus |
|- | |- | ||
- | | | + | | 24 || Mon || Deep neural nets || 4srn || Ain't no mountain high enough, Marvin Gaye |
|- | |- | ||
- | | | + | | 26 || Wed || The AI Biz || - || Money, Money, ABBA |
|- | |- | ||
- | + | ! December !!Day!! Topic !! Quiz #!! Playlist | |
|- | |- | ||
- | + | | 1 || Mon || Mathew Wilson: What rats think about || 4srn || - | |
|- | |- | ||
- | | 3 || | + | | 3 || Wed || Quiz 4 || - || - |
|- | |- | ||
- | | 5 || | + | | 5 || Fri || Howard Shrobe: AI in cyber security || Final srn || - |
|- | |- | ||
- | | | + | | 8 || Mon || Tentative: Marvin Minsky || Final srn || - |
|- | |- | ||
+ | | 10 || 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 |
Revision as of 20:21, 30 November 2014
Topics and Playlist 2014
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 |
---|---|---|---|---|
3 | Wed | What it's all about | Start me up, Stones | |
5 | Fri | - | - | - |
8 | Mon | Goal trees and problem solving | 1 | This could be the last time, Stones |
10 | Wed | Rule-based expert systems (pp.53-60) | 1 | It's Only Rock and Roll, Stones |
12 | Fri | Lightning review: Basic search | - | Searchin', Beatles |
15 | Mon | Optimal search | 1 | Route 66, Stones |
17 | Wed | Games | 1 | Selections from the Black Watch, aka The Ladies from Hell |
19 | Fri | Holiday: student | - | - |
22 | Mon | Constraints in interpretation | 2srn | I Can't Get No Satisfaction, Stones |
24 | Wed | Constraints in resource allocation | 2 | Paint it Black, Stones |
26 | Fri | Quiz 1 | - | - |
29 | Mon | Nearest neighbor learning /Sleep | 2 | ABC song, Ray Charles et al. |
October | Day | Topic | Quiz # | Playlist |
1 | Wed | Identification tree learning | 2 | Romanian national anthem, Desteapta-te române! |
3 | Fri | Gerald J. Sussman: Propagator systems | 2srn | - |
6 | Mon | Neural net learning | 3 | 19th Nervous Breakdown, Stones |
8 | Wed | Genetic algorithms | 3srn | Let's spend the night together, Stones |
10 | Fri | Edward Boyden: Real neural nets | 2srn | - |
13 | Mon | Holiday: Columbus day | - | - |
15 | Wed | Quiz 2 | - | - |
17 | Fri | Nancy Kanwisher: What lights up when you think | 3srn | - |
20 | Mon | Support-vector machines, SVM (and Boosting) Notes | 3 | Oh no, not you again, Stones |
22 | Wed | Learning in sparse spaces | 3/3srn | You talk too much, Peas |
24 | Fri | Learning from near misses | 3/3srn | Miss You, Stones |
27 | Mon | Boosting (Winston and Ortiz notes), Boosting (Shapiri paper) | 4 | Workin' together, Ike and Tina Turner |
29 | Wed | Representation | 3srn | Engineer's Song, Chorallaries |
31 | Fri | Julie Shah: Cooperating robots | 3srn | With a little help from my friends, Beatles |
November | Day | Topic | Quiz # | Playlist |
3 | Mon | Architecture: GPS, SOAR, Subsumption, Society of Mind | 3srn | Thus spake Zarathustra, Strauss |
5 | Wed | Randall Davis | 3srn | - |
7 | Fri | Quiz 3 | - | - |
11 | Wed | Five Hypotheses: more than you want to know | 4srn | Big Drum, Kodo |
13 | Fri | Boris Katz: Watson, Siri, and understanding English | 4srn | - |
17 | Mon | Lightning review: Probability | 4 | Tumbling Dice, Stones |
19 | Wed | Probabilistic inference | 4 | Searchin', Coasters |
21 | Fri | Vikash Mansinghka: Statistical systems | 4srn | Hallelujah Chorus |
24 | Mon | Deep neural nets | 4srn | Ain't no mountain high enough, Marvin Gaye |
26 | Wed | The AI Biz | - | Money, Money, ABBA |
December | Day | Topic | Quiz # | Playlist |
1 | Mon | Mathew Wilson: What rats think about | 4srn | - |
3 | Wed | Quiz 4 | - | - |
5 | Fri | Howard Shrobe: AI in cyber security | Final srn | - |
8 | Mon | Tentative: Marvin Minsky | Final srn | - |
10 | Wed | How to prepare for the final, the future, what to take next, | Final srn |
Don't stop, Stones |