Artificial Intelligence: A Modern Approach - The ultimate AI book! Takes
an agent-oriented approach throughout the book to introduce different AI
techniques. Once you've read PAIP and decided that you're still interested in
AI, this book is the one to read.
Genetic Programming: Vols I,
III - The first is the best book on Genetic Programming, Volume II adds
ADF's (Automatically Defined Functions). Volume III is mostly just a series of