I haven't opened a robotics textbook, let alone a textbook, in years, that's why this page is bare. Professor Peter Corke compiled a list of his favorite robotics books, you might want to check that out.
- Practical Electronics for Inventors, Paul Scherz
- The Art of Electronics, Paul Horowitz
- The Algorithm Design Manual, Steven Skien
- Algorithms, Robert Sedgewick and Kevin Wayne
- Grokking Algorithms, Aditya Bhargava
- Artificial Intelligence: A Modern Approach, Stuart Russell and Peter Norvig
- Mechanisms and Dynamics of Machinery, Hamilton Horth Mabie
- Vector Mechanics for Engineers: Statics and Dynamics, Ferdinand P. Beer et al
- The Unofficial LEGO Technic Builder's Guide, 2nd Edition, Pawel Sariel Kmiec
- Any book by Yoshihito Isogawa