Knowledge Based AI

This is a preliminary day-by-day schedule for our class. The instructor will update the schedule on a weekly basis. All readings will be available on the T-square site.

We will expect each student to have read the assigned readings before the class.

Date	Topic	Readings
8/19	Introduction to KBAI Introduction to the course	Russell & Norvig Ch. 1 Section 1.1
8/21	Semantic Networks 1	Winston Chapter 2 pp. 15-33
8/23	Semantic Networks 2	Winston Chapter 2 pp. 33-45
8/26	Means-Ends Analysis Introspection Project 1 is assigned	Winston Chapter 3
8/28	Production Rules 1	Winston Chapter 7 pp. 119-132
8/30	Production Rules 2	Winston Chapter 7 pp. 132-137
9/2	No class
9/4	Production Systems Knowledge Acquisition Explanation	Winston Chapter 8
9/6	Review Project 1 is due
9/9	Concepts, Frames 1 Project 2 is assigned	Winston Chapter 9 pp. 179-190
9/11	Concepts, Frames 2	Winston Chapter 9 pp. 197-206
9/13	Frames 1 Commonsense Reasoning Scripts	Winston Chapter 10 pp. 209-221
9/16	Frames 2 Commonsense Reasonig Scripts	Winston Chapter 10 pp. 221-229
9/18	Constraint Propagation Understanding	Winston Chapter 12 pp. 249-266
9/20	Logic 1 Deduction, Resolution Project 2 is due	Winston Chapter 13 pp. 283-293
9/23	Logic 2 Deduction, Resolution Project 3 is assigned	Winston Chapter 13 pp. 293-303
9/25	Planning 1	Winston Chapter 15 pp. 323-338
9/27	Planning 2	Russell & Norvig Section 11.3
9/30	Review
10/2	Mid-Term Examination
10/4	Mid-Term Examination
10/7	Learning by Analuzing Differences	Winston Chapter 16
10/9	Learning by Explaining Experience	Winston Chapter 17
10/11	Review Mid-Term returned Project 3 is due
10/14	No class
10/16	Learning by Correcting Mistakes Project 4 is assigned	Winston Chapter 18
10/18	Leaning by Recording Cases	Winston Chapter 19
10/21	Leaning by Managing Models	Winston Chapter 20
10/23	Leaning by Building Trees	Winston Chapter 21
10/25	Case-Based Reasoning-1	Kolodner
10/28	Case-Based Reasoning-2	Mantaras & Plaza
10/30	Classification 1	Stefik pp. 543-556
11/1	Classification 2	Stefik pp. 558-596
11/4	Diagnosis 1	Stefik pp. 670-680
11/6	Stefik	pp. 680-690
11/8	Configuration Design 1	Stefik pp.608-621
11/11	Configuration Design 2	Stefik pp. 656-666
11/13	Review
11/15	Analogical Reasoning 1 Structure Mapping
11/18	Analogical Reasoning 2 Generic Mechanisms
11/20	Visuospatial Reasoning 1
11/22	Visuospatial Reasoning 2
11/25	Meta Reasoning 1 Introspection, Strategy Selection
11/27	Meta Reasoning 2 Reflection, Self-Adaptation Project 5 is due
11/29	No class
12/2	Semantic Web 1
12/4	Semantic Web 2
12/6	AI Ethnics
12/9	Final Examination
12/11	Final Examination
12/16	Grades assigned
12/17	Grades available