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Schedule

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Weeks Meetings Topic Readings & Handouts
1.  Sept. 2  Course Administration  
 Sept. 4  Introduction to AI  Ch 1
Slide: Introduction to AI
2.  Sept. 9  Solving Problem by Searching  Ch 3.1 ~ Ch 3.3
Slides: Solving Problem by Searching
 Sept. 11  Uninformed Search Strategies  Ch 3.4 ~ Ch 3.5
Slides: Uninformed Search Strategies
3.  Sept. 16  Uninformed Search Strategies (continued)
Informed Search and Exploration
Ch 4
Slides: Informed Search and Exploration Part I
 Sept. 18  Informed Search and Exploration (continued)  
4.  Sept. 23  Informed Search and Exploration (continued) Slides: Informed Search and Exploration Part II
 Sept. 25  Informed Search and Exploration (continued)  
5.  Sept. 30  Informed Search and Exploration (continued)  
 Oct. 2  Adversarial Search  Ch 6
6.  Oct. 7  Evolutionary Computing  
 Oct. 9  Evolutionary Computing (continued)  
7.  Oct. 14  Knowledge and Reasoning  Ch 7.4 ~ Ch 7.5
 Oct. 16  First-Order Logic  Ch 8.1 ~ Ch 8.3
8.  Oct. 21  First-Order Logic (continued)
 Pre-Midterm Exam Review
 
 Oct. 23  Midterm Exam  
9.  Oct. 28  Knowledge Representation  
 Oct. 30  Knowledge Representation (continued)  
10.  Nov. 4  Probabilistic Reasoning  Ch 13 ~ Ch 14
 Nov. 6  Introduction to Weka  
November 6, Course Withdraw Deadline
11.  Nov. 11, no class, Veterans Day (Holiday)
 Nov. 13  Probabilistic Reasoning Over Time  Ch 15
12.  Nov. 18  No class, make-up class will be on Tue. Dec. 16  
 Nov. 20  Learning from Observations  Ch 18
13.  Nov. 25  Learning from Observations (continued)  
 Nov. 27, no class, Thanksgiving Recess
14.  Dec. 2  Statistical Learning Methods  
 Dec. 4  Statistical Learning Methods (continued)  
15.  Dec. 9  Support Vector Machines  
 Dec. 11  Support Vector Machines (continued)  
16.  Dec. 16  Reinforcement Learning
 Pre-Final-Exam Review
 Ch 21
 Dec. 18  Final Exam  
Copyright ©2008 Wei Ding, Ph.D.