|
|
Line 1: |
Line 1: |
- | 2018 reference material not yet available; it will resemble 2017 material provided here.
| |
- |
| |
| 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 |
| well before each quiz. | | well before each quiz. |
Line 14: |
Line 12: |
| | 7 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and problem solving] || 1 || Start me up, Stones | | | 7 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/saint.pdf Goal trees and problem solving] || 1 || Start me up, Stones |
| |- | | |- |
- | | 11 || 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 | + | | 10 || 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 |
| |- | | |- |
- | <!--
| + | | 12 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Lightning review: Basic search] || 1 || Searchin', Beatles |
- | | 13 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch4.pdf Lightning review: Basic search] || 1 || Searchin', Beatles | + | |
| |- | | |- |
- | | 15 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || <!-- Route 66, Stones --> | + | | 14 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/ch5.pdf Optimal search] || 1 || <!-- Route 66, Stones --> |
| |- | | |- |
- | | 18 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch6.pdf Games] || 1 || Oh no, not you again <!-- Olympic Anthem -->
| |
- | |-
| |
- | | 20 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch12.pdf Constraints in interpretation] || 2srn || I Can't Get No Satisfaction, Stones
| |
- | |-
| |
- | | 22 || Fri || Constraints in resource allocation || 2 || Paint it Black, Stones
| |
- | |-
| |
- | | 25 || Mon || Gerald J. Sussman || 2srn || -
| |
- | |-
| |
- | | 27 || Wed || Quiz 1|| - || -
| |
- | |-
| |
- | | 29 || Fri || Holiday: Student || - || -
| |
- | |-
| |
- | ! October !!Day!! Topic !! Quiz #!! Playlist
| |
- | |-
| |
- | | 2 || 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.
| |
- | |-
| |
- | | 4 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch21.pdf Identification tree learning] || 2 || Romanian national anthem, Desteapta-te române!
| |
- | |-
| |
- | | 6 || Fri || Edward Boyden: Real neural nets || 2srn || -
| |
- | |-
| |
- | | 9 || Mon || Holiday: Columbus day || - || -
| |
- | |-
| |
- | | 11 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/netmath.pdf Neural net learning] || 3 || 19th Nervous Breakdown, Stones
| |
- | |-
| |
- | | 13 || Fri || Deep neural nets || 2srn || Ain't no mountain high enough, Marvin Gaye
| |
- | |-
| |
- | | 16 || Mon || Nancy Kanwisher: What lights up when you think || 2srn || You ain' nothin' but a hound dog, Presley
| |
- | |-
| |
- | | 18 || Wed || Quiz 2|| - || -
| |
- | |-
| |
- | | 20 || Fri ||[http://storage.googleapis.com/deepmind-media/alphago/AlphaGoNaturePaper.pdf AlphaGo and AlphaGo Zero ] || 3srn || It's all in a game, Tommy Edwards
| |
- | |-
| |
- | | 23 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch25.pdf Genetic algorithms] || 3srn || Let's spend the night together, Stones
| |
- | |-
| |
- | | 25 || Wed || [http://courses.csail.mit.edu/6.803/pdf/yip.pdf Learning in sparse spaces] || 3/3srn || You talk too much, Peas
| |
- | |-
| |
- | | 27 || Fri || [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; Engineer's Song, Chorallaries -->
| |
- | |-
| |
- | | 30 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || 3/3srn || Creepy music for Halloween <!-- Miss You, Stones; Shippin up to Boston, Dropkick Murphys Imma BeRockingthat Body, Peas -->
| |
- | |-
| |
- | ! November !!Day!! Topic !! Quiz #!! Playlist
| |
- | |-
| |
- | | 1 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation] || 3srn || Thus spake Zarathustra, Strauss
| |
- | |-
| |
- | | 3 || Fri || Pattie Maes || 3srn || -
| |
- | |-
| |
- | | 6 || 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 ||
| |
- | |-
| |
- | | 8 || Wed || Quiz 3|| - || -
| |
- | |-
| |
- | | 10 || Fri || Holiday: Veteran's day || - || -
| |
- | |-
| |
- | | 13 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Lightning review: Probability] || 4 || Tumbling Dice, Stones
| |
- | |-
| |
- | | 15 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference] || 4 || Searchin', Coasters
| |
- | |-
| |
- | | 17 || Fri || Vikash Mansinghka: Statistical systems || 4srn || --
| |
- | |-
| |
- | | 20 || 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
| |
- | |-
| |
- | | 22 || Wed || The AI Biz || - || Money, Money, ABBA
| |
- | |-
| |
- | | 24 || Fri || Holiday: Thanksgiving || - || -
| |
- | |-
| |
- | | 27 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/Berwick.pdf Bob Berwick: The truth about human intelligence; Merge] || 4srn || Animals, Stop Making Sense
| |
- | |-
| |
- | | 29 || Wed || [http://courses.csail.mit.edu/6.034f/Manifesto.pdf Patrick Winston: The truth about human intelligence: Stories] || 4srn || -- <!-- Will.I.Am and the Black-Eyed Peas -->
| |
- | |-
| |
- | ! December !!Day!! Topic !! Quiz #!! Playlist
| |
- | |-
| |
- | | 1 || Fri || Gill Pratt: Cars, Brains, Robots || 4srn || -- <!-- Medley, the Ladies from Hell aka The Black Watch -->
| |
- | |-
| |
- | | 4 || Mon || Self organizing maps, cross modal coupling, correlation, regularity detection || 4srn || -
| |
- | |-
| |
- | | 6 || Wed || Quiz 4 || - || -
| |
- | |-
| |
- | | 8 || Fri || Pawan Sinha: TBD || Final bonus srn || -
| |
- | |-
| |
- | | 11 || Mon || Nick Montfort: TBD || Final bonus srn || -
| |
- | |-
| |
- | | 13 || Wed || How to prepare for the final, the future, what to take next, self-conscious computing || Final bonus srn || Don't stop, Stones
| |
- | |-
| |
- | | 20 || Wed || Final, Johnson Track, 9:00-12:00 noon || - || -
| |
- |
| |
- | -->
| |
Assignment of material to quizzes is tentative, but final assignment will be announced
well before each quiz.