COMPSCI 270
Fall 2002 Artificial Intelligence

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Schedule

Lec.
Date
Topic
Readings
Notes
1
Aug. 26
 Introduction  Text: Chapter 1 (revised)
 slides
2
Aug. 28
 Intro, Search  Text: Chapter 3 (revised)  
3
Sep. 2
 Search II: Informed Search  Text: Chapter 4 (revised)
 slides

 HW1 out, due 9/12
4
Sep. 4
 Alternative Search Techniques  Text: Chapter 4 (revised)
 slides
5
Sep. 11
 NP-Hardness Review, begin CSPs  Text: Chapter 5 (revised)
 slides
6
Sep. 13
 More CSPs and SAT  
 slides
7
Sep. 16
 Game Playing  Text: Chapter 6 (revised)
 slides

 HW2 out, due 9/24
8
Sep. 18
  Logic  Text: Chapter 6
 slides
9
Sep. 23
  First Order Logic  Text: Chapter 7
 slides
10
Sep. 25
  Inference  Text: Chapter 9  
11
Sep. 30
  Prolog  Text: Chapter 10
 slides
12
Oct. 2
  Classical Planning  Text: Chapter 11 (revised)  
13
Oct. 9
  (Slack)    
14
Oct. 11
  Midterm    
15
Oct. 14
  Fall Break    
16
Oct. 16
  Planning (Contd.)  Text: Chapter 11 (Revised)  
18
Oct. 18
  Learning  Text: Chapter 18  
18
Oct. 23
  Neural Networks  Text: Chapter 19  
19
Oct. 25
  Uncertainty  
 Chapter 15 (revised)
20
Oct. 28
 Bayes Nets  Text: Chapter 15 (revised)  
21
Oct. 30
 Bayes Nets (contd.)  Text: Chapter 15 (revised)  
22
Nov. 6
  Probabilistic Reasoning Over Time  Text: Chapter 17 (revised)  
23
Nov. 8
  Particle Filters  Text: Chapter 17 (revised)  
24
Nov. 11
  Decision Theory  Text: Chapter 16  
25
Nov. 13
  Complex Decisions  Text: Chapter 17  
26
Nov. 18
  Reinforcement Learning  Text: Chapter 20  
27
Nov. 20
  Slack    
28
Nov. 25
  Review    

Final Exam: Saturday, Dec. 14, 9:00AM - 12:00 Noon