MWF 1:10-2:00pm, Packard Lab 466
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This course will provide a general introduction to Artificial Intelligence(AI). We will discuss what AI is, survey some of the major results in the field, and look at a few promising directions. In particular, we will seek answers to questions such as:
For details about course content, grading, and assignments, see the class syllabus.
Russell, Stuart and Peter Norvig, Artificial Intelligence: A Modern Approach (third edition). Prentice-Hall, New Jersey, 2010. ISBN 0-13-604259-7
Mon. 10-11:30am, Thr. 1:30-3pm and by appointment in Packard Lab 330
Each of the homeworks will be made available here after they are handed out in class. The online versions of the homework are in PDF format.
Your readings will be listed below as they are assigned. Unless otherwise specified, all readings are from our textbook, Artificial Intelligence: A Modern Approach.
Reading | Due |
---|---|
Read Ch. 1 (pp. 1-30) | 1/18 |
Read Sect. 2.1-2.3 (pp. 34-46) | 1/20 |
Read Sect. 2.4-2.5 (pp. 46-59) | 1/23 |
Read Sect. 3.1-3.3 (pp. 64-81) | 1/25 |
Read Sect. 3.4 (pp. 81-91) | 1/27 |
Read Sect. 3.5 (pp. 92-102) | 1/30 |
Read Sect. 3.6-3.7 (pp. 102-109) | 2/1 |
Read Sect. 5.1-5.2 (pp. 161-167) | 2/3 |
Read Sect. 5.4 (pp. 171-176) | 2/6 |
Read Sect. 5.7-5.9, 7.1-7.2 (pp. 180-186,234-240) | 2/8 |
Read Sect. 7.3-7.4 (pp. 240-249) | 2/10 |
Read Sect. 7.5.3-7.5.4, 7.7-7.8 (pp. 256-259, 265-275) | 2/13 |
Read Sect. 8.1-8.2.2 (pp. 285-294) | 2/15 |
Read Sect. 8.2.3-8.2.8 (pp. 294-300) | 2/17 |
Read Sect. 8.3-8.5 (pp. 300-313) | 2/20 |
Read An Introduction to Prolog Programming by Ulle Endriss, Chapter 1 (pp. 1-12) | 2/22 |
Read Sect. 9.1-9.2 (pp. 322-329) | 2/24 |
Read Sect. 9.4 (pp. 337-345) | 2/27 |
Read Sect. 12.1-12.2, 12.5, 12.7-12.8 (pp. 437-445, 453-458, 462-468) | 3/2 |
Read Sect. 10.1 (pp. 366-372) | 3/12 |
Read Sect. 10.2 (pp. 373-379) | 3/14 |
Read Sect. 10.3 (pp. 397-387) | 3/19 |
Read Sect. 13.1-13.2 (pp. 480-490) | 3/23 |
Read Sect. 13.3-13.7 (pp. 490-503) | 3/26 |
Read Sect. 14.1 (pp. 510-513) | 3/28 |
Read Sect. 14.2 (pp. 513-518) | 3/30 |
Read Sect. 14.4 (pp. 522-530) | 4/2 |
Read Sect. 15.1-15.3 (pp. 566-583) | 4/4 |
Read Sect. 16.1-16.3 (pp. 610-621) | 4/6 |
Read Sect. 18.1-18.2 (pp. 693-697) | 4/9 |
Read Sect. 18.3 (pp. 697-707) | 4/11 |
Read Sect. 18.4 (pp. 708-713) | 4/13 |
Read Sect. 18.7.1-18.7.2 (pp. 727-731) | 4/16 |
Read Sect. 18.7.3-18.7.5 (pp. 731-737) | 4/18 |
Read Sect. 19.1 (pp. 768 - 776) | 4/20 |
Read Sect. 24.1-24.3 (pp. 928-947) | 4/23 |
Read Reinforcement Learning: An Introduction, Chapter 1 by Sutton and Barto | 4/25 |