CS486/686 - Textbook

The textbook for the course is Artificial Intelligence: A Modern Approach (2nd Edition) by Russell and Norvig.  It provides a comprehensive introduction to Artificial Intelligence.  We will  make extensive use of the textbook.

Here are some other references on more specialized topics:

• Mitchell, Machine Learning
• Sutton and Barto, Reinforcement Learning
• Jurafsky and Martin, Speech and Language Processing
• Manning and Schutze, Foundations of Statistical Natural Language Processing