CMPT 310 D1

Artificial Intelligence Survey

CMPT 310

Simon Fraser University

Spring 2015

Inactive Links are Under Construction

Course Logistics

Instructor: Oliver Schulte
Office Location: TASC 1 9021.
Office Phone: 778-782-3390.
Office Hours: Friday 10:30-11:30 am
E-mail Office Hour: Monday 2-3 pm.

Teaching Assistant: Fatemeh Riahi
Email: sriahi@sfu.ca
Office Hours: Wednesday 9:30-10:30
Office Location: ASB9838_TA_2

Announcements

Assignments

• Assignment 1
• Assignment 2. Do one of the following.
  • Written Assignment 2 or
  • Program Assignment 2.
    • Example Input File for Program Assignment 2.
  • Written Assignment 3 or
  • Program Assignment 3.
    • Example Input File for Program Assignment 3.
  • Written Assignment 4 or
  • Program Assignment 4.

Resources

• Course Schedule.
• Course Syllabus.
• Textbook website
• The 24x7 on-line book collection, for reference material.

Lecture Notes

• Chapter 1.
• Chapter 2.
• Introduction to Decision Theory.
• Multiple Agents and Game Theory.
• Chapter 4: Single Agents and Local Search.
  • Spreadsheet with Example for Gradient Descent and Newton-Raphson.
• Chapter 3: Single Agents: Uninformed Search.
• Chapter 3: Single: Agents Informed Search
• Chapter 5: Multiple Agents and Adversarial Search.
• Chapter 13: Probability and Reasoning Under Uncertainty.
• Chapter 14: Bayesian Networks.
• Learning: Bayesian Networks and Decision Trees.
• Artificial Neural Nets. Spreadsheet Example for Backpropagation.

Exam Resources

Midterm

You can use a cheatsheet. 1 page, letter size, both sides. No electronics. Material goes up to and including joint probabilities, see Course Schedule.

• Instructions and Grading Breakdown for Midterm.
• Sample Midterm 1 from another course.
• Sample Midterm 2 from another course.

Final Exam

• Final Exam Information.
• Final Exam Instructions.
• Sample Exam 1 from another course.
• Sample Exam 2 from another course.