If you're playing in Windows (don't know about Mac or console) and you go into Paths Advanced Settings ( lower right > Paths button > tab on the far right of the path controls box, marked with a dots'n'lines graphic ) and scroll down, the next-to-the-last checkbox is "Railing on Elevated", uncheck it.