Yes you may! VA Does not limit the property you may want to purchase. VA and FHA treat the loan transactions very similar. As long as you Income qualify for it you are all set to take advantage of all your benefits.
Zero % down, No Monthly MI, Finance all VA Funding Fee and receive Closing Cost assitance from your Lender as well.
Let me know if you have any other questions I may assist you with.