Artificial Intelligence: A Modern Approach

Stuart Russell, Peter Norvig

The comprehensive map of AI as a field: how to build rational agents using search, knowledge representation, probabilistic reasoning, and learning.

The standard university textbook of artificial intelligence, organizing the field around intelligent agents and covering search, logic, planning, probability, machine learning, perception, and robotics.