Paradigms of Artificial Intelligence Programming

Peter Norvig teaches advanced Common Lisp techniques by reconstructing real, complex artificial intelligence programs. Working through these case studies, readers learn to build and debug robust programs of significant size while meeting important AI concepts and a strong programming style. Norvig puts heavy weight on the practical performance problems that come up in real working software, and he includes chapters on troubleshooting and efficiency, the basics of object-oriented programming and an account of the principal CLOS functions. It is designed to serve as a text for courses on AI programming, a supplement for general AI courses and a reference for professional programmers.

Patrick Collison includes it in the list on his Bookshelf page.