If you don't want noise above you, don't live in a flat below people. You're not making any unreasonable noise at unreasonable hours, so there's basically fuck all they can do about it.
Feel free to chuck a rug on the floor if you care to dampen some of the sound for them, but aside from that the problem is more theirs than yours.