Reference material
From 6.034 Wiki
Topics and Playlist 2011
| September | Day | Topic | Playlist |
|---|---|---|---|
| 7 | Wed | What its all about? | This could be the last time, Stones |
| 12 | Mon | Goal trees and symbolic integration | You can get it if you really want it, Jimmy Cliff |
| 14 | Wed | Goals and rule-based systems (pp.53-60) | Engineer's Song, Chorallaries |
| 19 | Mon | Basic search | Searchin', Coasters |
| 26 | Mon | Optimal search | Route 66, Stones |
| October | Day | Topic | Playlist |
| 3 | Mon | Games | It's Only Rock and Roll, Stones |
| 5 | Wed | Constraints in drawings | I Can't Get No Satisfaction, Stones |
| 12 | Wed | Constraints in maps and resource allocation | Paint it Black, Stones |
| 14 | Fri | Constraints in object recognition | O-Daiko, Kodo Drummers |
| 17 | Mon | Nearest neighbor learning | Sweet Neocon, Stones |
| 19 | Wed | Identification tree learning | Romanian national anthem, Desteapta-te române! |
| 24 | Mon | Neural net learning/Sleep | 19th Nervous Breakdown, Stones |
| 31 | Mon | Genetic algorithms | Let's spend the night together, Stones |
| November | Day | Topic | Playlist |
| 2 | Wed | Learning in sparse spaces | You talk too much, Peas |
| 7 | Mon | Support-vector machines | Get a little help from my friends, Beatles |
| 9 | Wed | Learning from near misses | Imma Be Rocking that Body, Peas |
| 14 | Mon | Boosting (Winston and Ortiz notes), Boosting (Shapiri paper) | Workin' together, Ike and Tina Turner |
| 21 | Mon | Frames and representation | One tribe, Peas |
| 23 | Wed | The AI Biz | Money, money, ABBA |
| 28 | Mon | Probabilistic inference I | Tumbling Dice, Stones |
| 30 | Wed | Probabilistic inference II | Oh No, Not You Again, Stones |
| December | Day | Topic | Playlist |
| 5 | Mon | TBD | |
| 12 | Mon | SOAR, Subsumption, Society of Mind, Genesis | Thus spake Zarathustra, Strauss |
| 14 | Wed | Cross-modal clustering and birdsongs Farewell summary and discussion of the final | Don't stop, Stones |
