AI LONG Distance Navigation

Hi Guys, i try to get in a quite big Map a Forest… to get the AI walk do different places. It works barely with a static Navmesh but very unreliable… Invokers… the Problem is if the go to Target is out of Range the AI just Stands and yea fails to move. How its the best way to get ai walk long distances from A to B ?