The first European to arrive at Williamstown was Acting-Lieutenant Robbins , who explored Point Gellibrand in 1803 . The first European to arrive at the place now known as Williamstown was Acting-Lieutenant Robbins , who explored Point Gellibrand with his survey party in 1803 .