hi if you want endless mode, like to keep playing, i think you need to not get the keys, but you need to kill the black outline special elite which is on the 1st 2 or 3 act maps..

when i got to the 10million lord of fortification (with infinite spire), i had to defeat the elite again, so might be good to try and beeline towards it from time to time