How about we first master having a self-sustaining civilization on Earth?
Already done. Too well. That's why we have population growth when we don't need it anymore. The more advanced sectors of society are actually shrinking, population-wise and resource-use-wise. It's the slow to catch up third world that hasn't refined its culture to the point where having too many babies eases off on its own.