How large and how old are they? How large is the tank?
I've seen video and read about them fighting. It's pretty nasty.
It could be that your gobies are immature. Maybe your tank is actually large enough for them to each have enough space. I suppose that if you were lucky enough to end up with two females, they might not show much aggression, but I don't know for sure.