You don't get fewer war machines by rewarding aggressors for their invasions. You shut them down swiftly, and make it clear that war isn't an acceptable means to resolve conflicts.
"If you invade us, we'll try to sue for peace as quickly and obsequiously as possible to end the war so there are fewer wars" just encourages imperialist aggression.