Reference material
From 6.034 Wiki
aterial 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 |
|---|---|---|---|---|
| 5 | Wed | What it's all about | This could be the last time, Stones | |
| 7 | Fri | Goal trees and problem solving | 1 | Start me up, Stones |
| 10 | Mon | Rule-based expert systems (pp.53-60) | 1 | It's Only Rock and Roll |
| 12 | Wed | Lightning review: Basic search | 1 | Searchin', Beatles |
| 14 | Fri | Optimal search | 1 | Route 66, Stones |
| 17 | Mon | Games | 1 | Oh no, not you again |
| 19 | Wed | Constraints in interpretation | 2srn | I Can't Get No Satisfaction, Stones |
| 21 | Fri | Holiday: Student | - | - |
| 24 | Mon | Marc Raibert | 2srn | - |
| 26 | Wed | Constraints in resource allocation | 2 | Paint it Black, Stones |
| 28 | Fri | Quiz 1 | - | - |
| October | Day | Topic | Quiz # | Playlist |
| 1 | Mon | Nearest neighbor learning /Sleep | 2 | ABC song, Ray Charles et al. |
| 3 | Wed | Identification tree learning | 2 | Romanian national anthem, Desteapta-te române |
| 5 | Fri | Edward Boyden: Real neural nets | 2srn | Vivaldi, Four Seasons |
| 8 | Mon | Holiday: Columbus day | - | - |
| 10 | Wed | Neural net learning | 3 | 19th Nervous Breakdown, Stones |
| 12 | Fri | Deep neural nets | 2srn | Ain't no mountain high enough, Marvin Gaye |
| 15 | Mon | AlphaGo and AlphaGo Zero | 2srn | It's all in a game, Tommy Edwards |
| 17 | Wed | Learning in sparse spaces | 2srn | You talk too much, Peas |
| 19 | Fri | Quiz 2 | - | - |
| 22 | Mon | Support-vector machines, SVM (and Boosting) Notes | 3 | O Daiko |
| 24 | Wed | Deniz Yuret: Recursive neural nets | 3srn | |
| 26 | Fri | Genetic algorithms | 3srn | Let's spend the night together, Stones |
| 29 | Mon | Learning from near misses | 3/3srn | Miss You, Stones |
| 31 | Wed | Pattie Maes | 3srn | -- |
| October | Day | Topic | Quiz # | Playlist |
| 2 | Fri | To be determined | 4srn | -- |
| 5 | Mon | Quiz 3 | - | - |
| 7 | Wed | Representation | 4srn | |
| 9 | Fri | Lightning review: Probability | 4 | Tumbling Dice, Stones |
| 12 | Mon | Holiday: Veteran's day | - | - |
| 14 | Wed | Probabilistic inference | 4 | Searchin', Coasters |
| 16 | Fri | Vikash Mansinghka: Statistical systems | 4srn | -- |
