CS 5541: Artificial Intelligence

Fall 2009

Lecturer: Rich Maclin (rmaclin)

Teaching Assistant: Bharat Siginam

Syllabus

Grades

Useful Links:

• Textbook Web Page
• AAAI
• AAAI Topics

Stuart Russell's Notes:

• Chapter 1   (6 per page)
• Chapter 2   (6 per page)
• Chapter 3   (6 per page)
• Chapter 4 (a)   (6 per page)
• Chapter 4 (b)   (6 per page)
• Chapter 5   (6 per page)
• Chapter 6   (6 per page)
• Chapter 7   (6 per page)
• Chapter 8   (6 per page)
• Chapter 9   (6 per page)
• Chapter 11   (6 per page)   (2 per page)
• Chapter 18   (6 per page)   (2 per page)
• ML Intro   (6 per page)   (2 per page)
• Reinforcement Learning   (6 per page)   (2 per page)
• Decision Trees   (6 per page)   (2 per page)
• Chapter 13   (6 per page)   (2 per page)
• Chapter 14a   (6 per page)   (2 per page)

Programming Assignments:

1. Program 1: Searching
2. Program 2: Minimax
3. Program 3: Logic in the Wumpus World
4. Program 4: Reinforcement Learning in a Chase Maze

Homework Assignments:

1. Homework 1
2. Homework 2
3. Homework 3
4. Homework 4
5. Homework 5

Sample Exam Questions:

• Sample Questions for Midterm 1
• Sample Questions for Midterm 2
• Sample Questions for the Final