You too can change direction easier if there is an object (like a pole or something) you can push/pull against. Try it, maybe it will help your intuition.

Run towards a pole and then try to come back around it, once without touching it and once using it to swing around. That's the role the curved tracks play. You exchange momentum with the object, and in the end with the Earth.