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