Reference material
From 6.034 Wiki
Topics and Playlist 2010
December | Day | Topic | Playlist |
---|---|---|---|
6 | Mon | Probabilistic inference | Oh No, Not You Again, Stones |
8 | Wed | Cross-modal clustering and birdsongs Farewell summary and discussion of the final | Don't stop, Stones |
November | Day | Topic | Playlist |
1 | Mon | Learning in sparse spaces | You talk too much, Peas |
3 | Mon | Learning from near misses | Imma Be Rocking that Body, Peas |
8 | Wed | Support-vector machines | Get a little help from my friends, Beatles |
15 | Wed | Boosting (Winston and Ortiz notes), Boosting (Shapiri paper) | Workin' together, Ike and Tina Turner |
17 | Wed | Frames and representation | One tribe, Peas |
22 | Mon | SOAR, Subsumption, Society of Mind, Genesis | Thus spake Zarathustra, Strauss |
24 | Wed | The AI Biz | Money, money, ABBA |
29 | Mon | Probabilistic inference | Tumbling Dice, Stones |
October | Day | Topic | Playlist |
5 | Mon | Constraints in drawings | I Can't Get No Satisfaction, Stones |
7 | Wed | Constraints in maps and schedules | Paint it Black, Stones |
13 | Wed | Constraints in object recognition | O-Daiko, Kodo Drummers |
15 | Fri | Nearest neighbor learning | Sweet Neocon, Stones |
19 | Mon | Identification tree learning | Romanian national anthem, Desteapta-te române! |
26 | Mon | Neural net learning/Sleep | 19th Nervous Breakdown, Stones |
28 | Wed | Genetic algorithms | Let's spend the night together, Stones |
September | Day | Topic | Playlist |
8 | Wed | What is AI? | Start me up, Stones |
13 | Mon | Symbolic integration | You can get it if you really want it, Jimmy Cliff |
15 | Wed | Goals and rules (pp.53-60) | Engineer's Song, Chorallaries |
20 | Mon | Basic search | Searchin', Coasters |
22 | Wed | Optimal search | Route 66, Stones |
27 | Mon | Games | It's Only Rock and Roll, Stones |