Yes, but it may make it a little bit harder to find a place. While some places will turn you away, there are other places that will allow you rent. You may be required to pay for a few months in advanced for the security of the management. You may allow opt to have someone with good credit co-sign your lease. Try to disclose your situation up front with the management, so they can help you and there are no surprises for anyone.