According to Walter Isaacson's biography, His Life and Universe
> (Szilard, like Einstein, did not drive)
Source: Chapter 21
Also,
> "The professor does not drive," Elsa [Einstein's wife] often said. "It's too complicated for him."
Source: Chapter 19