Reference material
From 6.034 Wiki
| September | Day | Topic | Quiz # | Playlist |
|---|---|---|---|---|
| 9 | Wed | What it's all about | Start me up, Stones | |
| 11 | Fri | Goal trees and problem solving | 1 | This could be the last time, Stones |
| 14 | Mon | Rule-based expert systems (pp.53-60) | 1 | It's Only Rock and Roll |
| 16 | Wed | Lightning review: Basic search | 1 | Searchin', Beatles Route 66, Stones |
| 18 | Fri | Optimal search | 1 | Trouble, Keith Richards |
| 21 | Mon | Games | 1 | Olympic Anthem |
| 23 | Wed | Constraints in interpretation | 2srn | I Can't Get No Satisfaction, Stones |
| 25 | Fri | Constraints in resource allocation | 2 | Paint it Black, Stones |
| 28 | Mon | Gerald J. Sussman: Propagator systems | 2srn | - |
| 30 | Wed | Quiz 1 | - | - |
| October | Day | Topic | Quiz # | Playlist |
| 1 | Fri | Nearest neighbor learning /Sleep | 2 | ABC song, Ray Charles et al. |
| 5 | Mon | Identification tree learning | 2 | - |
| 7 | Wed | Genetic algorithms | 2srn | Let's spend the night together, Stones |
| 9 | Fri | Edward Boyden: Real neural nets | 2srn | - |
| 12 | Mon | Holiday: Columbus day | - | - |
| 13 | Tue | Neural net learning | 3 | 19th Nervous Breakdown, Stones |
| 14 | Wed | Deep neural nets | 3srn | Ain't no mountain high enough, Marvin Gaye |
| 16 | Fri | Nancy Kanwisher: What lights up when you think | 2srn | - |
| 19 | Mon | Learning in sparse spaces | 3/3srn | You talk too much, Peas |
| 21 | Wed | Quiz 2 | - | - |
| 23 | Fri | Learning from near misses | 3/3srn | Miss You, Stones |
| 26 | Mon | Support-vector machines, SVM (and Boosting) Notes | 3 | Oh no, not you again, Stones |
| 28 | Wed | Representation | 3srn | Engineer's Song, Chorallaries |
| 30 | Fri | Mathew Wilson: What rats think about | 3srn | - |
| November | Day | Topic | Quiz # | Playlist |
| 2 | Mon | Boosting (Winston and Ortiz notes), Boosting (Shapiri paper) | 4 | Workin' together, Ike and Tina Turner |
| 4 | Wed | Architecture: GPS, SOAR, Subsumption, Society of Mind | 3srn | Thus spake Zarathustra, Strauss |
| 6 | Fri | Stefanie Jegelka: Machine learning | 3srn | - |
| 9 | Mon | Five Hypotheses: more than you want to know | 3srn | Big Drum, Kodo |
| 11 | Wed | Holiday: Columbus day | - | - |
| 13 | Fri | Pawan Sinha: Autism | 3srn | - |
| 16 | Mon | Lightning review: Probability | 4 | Tumbling Dice, Stones |
| 18 | Wed | Quiz 3 | - | - |
| 20 | Fri | Probabilistic inference | 4 | Searchin', Coasters |
