If the dead battery was caused by a dead alternator; which is what the warning was on the dash. You can run a vehicle on a bad alternator for a while; as long as the battery holds out.
My bigger concern would be if deep cycle batteries could start a vehicle. They may not have enough cranking amps.
Once again, in a show about zombies....... here we are debating minor technical issues.