The actor, 27, who has been linked to many beauties ever since his split from Kristen Stewart, was seen leaving a restaurant in LA with a mystery woman, reported E!Online.
After stepping out from the hotel, the women was seen walking in front of Pattinson as they left the popular place at 1 a m. Thereafter, the duo rushed to an awaiting vehicle standing outside.
The 'Twilight' star wore casual clothes for their outing, sporting a black jacket, a white t-shirt, jeans and a low scruffy beard, while the woman kept it casual by donning a black tank top and ripped jeans.