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| Week 1 (08/25 - 08/27) Introduction, course outline, the "Turing Test", what AI is about, intelligent agents |
Read: ch. 1, 2 |
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| Week 2 (08/30-09/03) Uniformed search, minimax, game playing |
Read: ch. 3, 6 Form homework and project groups Hw1 assigned |
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| Week 3 (09/06-09/10) Informed search, agents that reason logically |
Read: ch. 4, ch. 5., 7.1 - 7.2 |
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| Week 4 (09/13-09/17) Logic, representation, and reasoning, first order logic and AI |
Read: 7.3 - 7.8, ch. 8 Hw1 due Hw2 assigned |
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| Week 5 (09/20-09/24) Logic cont'd, inference, knowledge representation |
Read: ch. 9, ch. 10 Finalize class presentations |
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| Week 6 (09/27-10/01) Logical reasoning systems, planning, acting under uncertainty |
Read: ch. 11, ch. 13 |
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| Week 7 (10/04-10/08)
Probabilistic reasoning, uncertain reasoning |
Read: ch. 14, ch.15 |
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| Week 8 (10/11-10/15) Uncertain reasoning, utilities, review for exam |
EXAM (10/15) on ch. 1-11,13-14 Hw2 due |
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| Week 9 (10/25-10/29) Uncertain reasoning, utilities |
Read: ch. 12, AI project assigned Class presentation |
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| Week 10 (11/01-11/05) Class presentations Planning and acting, decision making and learning from observations |
Read ch. 17, ch. 18, ch. 19 |
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| Week 11 (11/08-11/12) Class presentations Knowledge in learning, reinforcement learning, learning in neural and belief networks |
Read: ch. 20, ch. 21, ch. 22 |
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| Week 12 (11/15-11/19) Class presentations Natural language processing |
Read: ch. 23 |
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| Week 13 (11/22-11/24; Thanksgiving) Action and perception |
Read: ch. 24 |
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| Week 14 (11/29-12/03) Machine vision, robotics |
Read: ch. 25 |
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| Week 15 (12/06-12/08; Study
Day) Foundations of AI and perspectives |
Read: 26, ch. 27 AI project due Project presentation in class |
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