Place a staircase backwards, with nothing on the "top" side. The enemies will walk up to it... and stop.

It's a "floor" piece, so they don't attack it (unless you're close enough they think they can hit you and it ends up a victim of "wrong place, wrong time").
It's an elevation changer, so they can't jump over it.

It totally stumps the AI.