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