They let us take 6 books into the exam for the PE license too.
You should know the information well enough to either not need the books...or know exactly where the information is in them.
I was told that if I ever found myself looking at the table of contents or the index; I should just admit to myself that I was wasting my time and should have been more familiar with the material.