Not advisable to rent unless you know where you are going. The roads network isn't the most user friendly even with satnav; if you miss an exit you could end up in another Emirate. Add to that, if you do drink, Dubai has zero tolerance for DUI so you wouldn't want to have your car on a DO night out.