It should work very similar. You're trying in the "console" of the VM (in the web GUI), right?
If there was no effect after "e", maybe there was no "focus" on the console window or maybe the boot was quicker than yours hitting "e".
Anyway, if you don't manage to use boot of the VM itself, you...