CS165A: Artificial Intelligence Schedule |
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Date |
Topic |
Reading |
Assignment |
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4 Jan |
Introduction and course overview |
Ch. 1 |
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6 Jan |
Main issues of AI Problem solving and intelligent agents |
Ch. 2 |
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11 Jan |
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13 Jan |
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18 Jan |
Probabilistic reasoning |
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20 Jan |
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25 Jan |
Information retrieval |
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27 Jan |
Learning/Classification |
Ch. 19 |
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1 Feb |
Learning/Clustering | ||
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3 Feb |
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Ch. 3 |
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8 Feb |
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10 Feb |
Informed search | Ch. 3 | |
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15 Feb |
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17 Feb |
Advanced search |
Ch. 3/4 |
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22 Feb |
Adversary search | Ch. 5 | |
| 24 Feb |
Knowledge representation: logic and inference in
propositional calculus |
Ch. 7/10 | |
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1 Mar |
First-order logic | Ch. 8 |
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3 Mar |
Inference in First-order logic | Ch. 9 | |
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8 Mar |
Markov Decision Processes |
Ch. 17 |
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10 Mar |
Reinforcement Learning | Ch. 22 |
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March 11 |
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14Mar |
Monday March 14/ 12-3pm, the same classroom: Final Exam |