Robot Motion Planning-(Jean-Claude Latombe)

If you're interested in robot motion planning, this book is it! It provides incomparable detailed coverage of the major methods for motion planning and their theory, and could serve as a great geometrical perspective to planning in general. It's not a casual read, however and is meant for a specialist audience with a liking for theory. No professional roboticist should be without it.