Stop bashing ESC, F2 or DEL like a 90s maniac to get into BIOS (EUFI).
Create yourself a shortcut instead with right click > new > shortcut
C:\Windows\System32\shutdown.exe /r /fw /T 10
/r – restart
/fw – will drop you to EUFI
/T (number of seconds after which restart will trigger)