Rebel Galaxy Outlaw is a mess. These Windows keyboard shortcuts will help minimize your frustration.

CTL + SHIFT + ESC will bring up the Task Manager directly when the game crashes and you need to force quit.

ALT + F4 is by far the fastest way to exit to desktop, because from in-game, you can exit only to the main menu, and then you have to scroll to the last main menu option to exit to desktop.