CMSC421: Introduction to Artificial Intelligence

Spring 2007 

Schedule

Date Topic Required
Reading
Jan 25
Introduction and Course Overview
ch. 1
Jan 30
Intelligent Agents & Problem Solving
ch. 2
Feb 1
Problem Solving
ch. 3 (3.1 - 3.5)
Feb 6
Heuristic Search
ch. 4 (4.1 -4.3)
Feb 8
Lisp
 
Feb 13
Game Playing
ch. 6
Feb 15
Game Playing
Feb 20
Constraint Satisfaction Problems (CSPs)
ch. 5
Feb 22
CSPs and Constraint Propagation
Feb 27
KR & Logical Agents
ch. 7
Mar 1
Resolution & Theorem Proving
Mar 6
First Order Logic (FOL)
ch. 8
Mar 8
FOL & Theorem Proving
ch. 9  
Mar 13
Review
Mar 15
MIDTERM (TENTATIVE!)
Mar 19-23
SPRING BREAK
Mar 27
Planning
ch. 11
Mar 29
Planning
ch 12
Apr 3
Uncertainty
ch. 13
Apr 5
Probabilistic Reasoning
ch 14
Apr 10
Probabilistic Reasoning
Apr 12
Probabilistic Reasoning
ch 15
Apr 17
Decision Making Under Uncertainty
ch 16
Apr 19
Decision Making Under Uncertainty
Apr 24
Decision Making Under Uncertainty
ch 17
Apr 26
Learning
ch 18
May 1
Learning
ch 20
May 3
Learning
May 8
Reinforment Learning
ch 21
May 10
Wrap-up
May 12
FINAL (Saturday, May 12 8:00-10:00 am)


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