Yes: next time you buy a computer.
I use GNOME Shell and Rhythmbox actually has a menu (at the right of GNOME Shell's "Activities" button). With a "Quit" entry that really really quits Rhythmbox. I do not know how to access that menu from the default desktop environment.
