Yes, it’s very much “allowed” to skip wearing your running underwear. Research shows that there are several advantages of going commando, especially when you are working out.
If your outer sportswear is a compression tight then you don't need running underwear. Those athletes who have skin allergies or experience skin irritations when they wear underwear should skip wearing one.