Reference material
From 6.034 Wiki
(Difference between revisions)
Line 43: | Line 43: | ||
| 9 || Wed || Deep neural nets, [https://ai6034.mit.edu/wiki/images/2019-10-09_Deep_Neural_Nets.pdf slides] || 2SRN | | 9 || Wed || Deep neural nets, [https://ai6034.mit.edu/wiki/images/2019-10-09_Deep_Neural_Nets.pdf slides] || 2SRN | ||
|- | |- | ||
- | | 11 || Fri || Right-now: Prof. Aleksander Madry || 2SRN | + | | 11 || Fri || Right-now: Prof. Aleksander Madry, Dept. of EECS || 2SRN |
|- | |- | ||
Line 60: | Line 60: | ||
| 28 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation], slides || 3SRN | | 28 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/ch9.pdf Representation], slides || 3SRN | ||
|- | |- | ||
- | | 30 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses] || 3SRN | + | | 30 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/ch16.pdf Learning from near misses], boards || 3SRN |
|- | |- | ||
! November !!Day !! Topic !! Quiz # | ! November !!Day !! Topic !! Quiz # | ||
|- | |- | ||
- | | 1 || Fri || Right-now: Prof. Nancy Kanwisher || 3SRN | + | | 1 || Fri || Right-now: Prof. Nancy Kanwisher, Dept. of Brain and Cognitive Sciences || 3SRN |
|- | |- | ||
<!-- | <!-- |
Revision as of 14:43, 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 |