CS165A: Artificial Intelligence Schedule |
Tentative Schedule
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Date |
Topic |
Reading |
Assignment |
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5 Jan |
Introduction and course overview |
Ch. 1 |
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7 Jan |
Main issues of AI Problem solving and intelligent agents |
Ch. 2 |
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12 Jan |
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14 Jan |
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19 Jan |
Probabilistic reasoning |
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21 Jan |
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26 Jan |
Information retrieval |
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28 Jan |
Learning/Classification |
Ch. 18 |
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2 Feb |
Learning/Clustering | ||
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4 Feb |
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Ch. 3 |
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9 Feb |
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11 Feb |
Informed search | Ch. 4 |
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16 Feb |
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18 Feb |
Advanced search |
Ch. 5 |
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23 Feb |
Adversarial search | ||
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25 Feb |
Knowledge representation: logic and inference in
propositional calculus |
Ch. 7 | |
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2 March |
First-order logic | Ch. 8 |
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4 March |
Inference in First-order logic |
Ch. 9 |
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9 March |
Markov Decision Processes | Ch. 17 |
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11 March |
Reinforcement Learning |
Ch. 21 |
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16-18 March |
Final Exam
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