I added a couple of signals on opposite sides of the track just outside one station and the train started running. So I guess you still need signals for this simple configuration.

I don't understand why the train won't run.
It's a simple setup: one track with station at each end. One train with a loco at each end.
Works perfectly when I drive it manually. In Auto it just gets stuck at each station saying "no path"