Artificial Intelligence 

CS 425-01

Instructor:           Dr. Amos Johnson
Class Time:         T-TH 1 pm - 2:15 pm 
Email:                  amos@cc.gatech.edu
Class Website:    http://www.cc.gatech.edu/cpl/amos/frames/ai_spring05.htm      
Text:                    Artificial Intelligence: A Modern Approach by Stuart J. Russell,   
                             and Peter Norvig,  Prentice Hall, 2nd Ed.

Topics: 

This is an introductory class designed to give a survey of the main topics and issues 
in the field of Artificial Intelligence. 

Programming:      

All programming assignments must execute on a Windows machine. You will write
2 programs for this course. All programs must be written in C or C++ 
(click here C tutorials: 1 & 2). Documentation will count.  

Cooperation among Students:

You may discuss high level design strategies and specifications of the assignment with
other students. However, your programs and homework are to represent your own work.
Unless it allowed, coding and detailed algorithm design decisions are to be made without
consultation with others.

Grading:  (view current grades)

Programs (2) 40%
Tests (2) 60%

Topics

• Introduction

• Intelligent Agents

• Uniformed Search 

• Informed Search

• Constraint Satisfaction

• Adversarial Search

• Logic

• Uncertainty

• Bayesian Networks

• Gait Recognition Using Static, Activity-Specific Parameters

• Face Recognition Using Eigenfaces

• Detection and Explanation of Anomalous Activities: Representing Activities as Bags of Event n-Grams

• Decision Making under Uncertainty