But if he was hoping for a quiet night out he wasn't in luck because it wasn’t long before fans caught wind of the Twilight stars whereabouts and before he knew it a crowd of screaming girls had gathered outside the posh London eatery.
As soon as Robert realised what was going on he pulled on his trademark beanie and made a swift exit with his family in tow.
Oh to be anonymous eh!