Reference material
From 6.034 Wiki
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| 4 || Mon || Architecture: 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] || 4SRN | | 4 || Mon || Architecture: 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] || 4SRN | ||
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| 6 || Wed || Quiz 3 || - | | 6 || Wed || Quiz 3 || - | ||
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Revision as of 14:56, 26 October 2019
Assignment of material to quizzes below 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.
Included below are readings associated with lecture topics; many are from Prof. Winston's book, Artificial Intelligence . If/when terminology differs, prefer terminology used in the current lectures, recitations, and programming labs.
| September | Day | Topic | Quiz # |
|---|---|---|---|
| 4 | Wed | What it's all about, summary | |
| 6 | Fri | Problem solving and goal trees, slides | 1 |
| 9 | Mon | Rule-based expert systems, slides | 1 |
| 11 | Wed | Lightning review: Basic search, slides | 1 |
| 13 | Fri | Optimal search, boards | 1 |
| 16 | Mon | Games, games practice 1, games soln 1, games practice 2, games soln 2 | 1 |
| 18 | Wed | Constraints in interpretation, slides | 2SRN |
| 20 | Fri | Holiday: Student | - |
| 23 | Mon | Constraints in resource allocation, slides | 2 |
| 25 | Wed | Quiz 1, solutions | - |
| 27 | Fri | Right-now: Dr. Marc Raibert, Boston Dynamics | 2SRN |
| 30 | Mon | Nearest neighbor learning, slides | 2 |
| October | Day | Topic | Quiz # |
| 2 | Wed | Identification tree learning, boards | 2 |
| 4 | Fri | Right-now: Prof. Ed Boyden, Dept. of Biological Engineering | 2SRN |
| 7 | Mon | Neural net learning, slides | 3 |
| 9 | Wed | Deep neural nets, slides | 2SRN |
| 11 | Fri | Right-now: Prof. Aleksander Madry, Dept. of EECS | 2SRN |
| 14 | Mon | Holiday: Columbus day | - |
| 16 | Wed | Quiz 2, solutions | - |
| 18 | Fri | AlphaGo and AlphaZero, slides, boards | 3SRN |
| 21 | Mon | Support vector machines, SVM (and boosting) notes, slides | 3 |
| 23 | Wed | Learning in sparse spaces | 3SRN |
| 25 | Fri | Genetic algorithms, boards | 3SRN |
| 28 | Mon | Representation, slides | 3SRN |
| 30 | Wed | Learning from near misses, boards | 3SRN |
| November | Day | Topic | Quiz # |
| 1 | Fri | Right-now: Prof. Nancy Kanwisher, Dept. of Brain and Cognitive Sciences | 3SRN |
| 4 | Mon | Architecture: GPS, SOAR, Subsumption, Society of Mind | 4SRN |
| 6 | Wed | Quiz 3 | - |
| 8 | FRI | Probability review | 4 |
