EE480

Title

Introduction to Artificial Intelligence
 

Topics:

• Introduction to AI:
  Definition, History, Applications, AI today.
• Problem Solving by search and planning:
  Uniformed search, Adversarial search, Games.
• Knowledge, reasoning, and planning:
  Logic and inference, logical agent, Inference in first-order logic.
• Machine learning:
  Learning from example, Reinforcement learning, Neural networks, Support vector machines.
• Advanced Applications:
  Natural language processing, Computer vision, Pattern recognition.

 

Text Book

Stuart Russell and Peter Norvig. Artificial Intelligence: A Modern Approach. 3rd edition. Prentice Hall, 2010. ISBN: 978-0-13-604259-4.

Grade policy:

• 10% Homework(s)
• 20% Project(s)
• 30% Midterm(s)
• 40% Final