CS165A: Artificial Intelligence Schedule |
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Date |
Topic |
Reading |
Assignment |
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23 Sept |
Introduction and course overview |
Ch. 1 |
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28 Sept |
Main issues of AI Problem solving and intelligent agents |
Ch. 2 |
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30 Sept |
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5 Oct |
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7 Oct |
Probabilistic reasoning |
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12 Oct |
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14 Oct |
Information retrieval |
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19 Oct |
Learning/Classification |
Ch. 19 |
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21 Oct |
Learning/Clustering | ||
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26 Oct |
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Ch. 3 |
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28 Oct |
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2 Nov |
Informed search | Ch. 3 | |
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4 Nov |
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9 Nov |
Advanced search |
Ch. 3/4 |
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11 Nov |
Veterans' Day | ||
| 14 Nov | Adversary search | Ch. 5 | |
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16 Nov |
Knowledge representation: logic and inference in
propositional calculus |
Ch. 7/10 | |
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18 Nov |
First-order logic | Ch. 8 |
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23 Nov |
Inference in First-order logic |
Ch. 9 |
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25 Nov |
Thanksgiving | ||
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30 Nov |
Markov Decision Processes | Ch. 17 | |
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2 Dec |
Reinforcement Learning |
Ch. 22 |
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4-10 Dec |
Monday December 6 / 12-3pm, the same classroom: Final Exam |
Dec 4 |