| 1 |
Aug 29 |
Course Introduction |
Chs. 1&2 |
Assignment 1 |
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Aug 31 |
Intelligent Agents & Problem Solving as Search |
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| 2 |
Sept 5 |
Uninformed Search |
Ch. 3 |
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Sept 7 |
Informed/Heuristic Search. |
Ch. 4 |
Assignment 1 Due |
| 3 |
Sept 12 |
Local Search and Constraint Sat Search |
Ch. 5 |
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Sept 14 |
cont. |
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| 4 |
Sept 19 |
Game Playing |
Ch. 6 |
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Sept 21 |
Quiz 1 |
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| 5 |
Sept 26 |
Representing Knowledge and Propositional Logic |
Ch. 7 |
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Sept 28 |
First Order Logic and Description Logics |
Ch. 8 |
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| 6 |
Oct 3 |
Logical Reasoning |
Ch. 9 |
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Oct 5 |
cont. |
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| 7 |
Oct 10 |
Uncertain Reasoning & Basic Probability Theory |
Ch. 13 |
Assignment 2 |
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Oct 12 |
cont. |
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| 8 |
Oct 17 |
Graphical Models |
Ch. 14 |
Assignment 2 Due |
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Oct 19 |
Quiz |
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| 9 |
Oct 24 |
Machine Learning/Induction |
Ch. 18 |
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Oct 26 |
cont. |
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| 10 |
Oct 31 |
Learning with Knowledge |
Ch. 19 |
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Nov 2 |
cont. |
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| 11 |
Nov 7 |
cont. |
Ch. 20 |
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Nov 9 |
cont. |
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| 12 |
Nov 14 |
Probabilistic Sequence Processing |
Ch. 15 |
Assignment 3 |
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Nov 16 |
cont. |
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| 13 |
Nov 21 |
Thanksgiving Week |
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Nov 23 |
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| 14 |
Nov 28 |
Quiz 3 |
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Nov 30 |
Speech and Language Processing |
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| 15 |
Dec 5 |
SLP cont. |
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Assignment 3 Due |
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Dec 7 |
SLP cont. |
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| 16 |
Dec 12 |
SLP cont. |
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Dec 14 |
Review |
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