In this picture you can see the lake in the Mall. The Mall is a wonderful area to walk, but distances are big (from one end to the other, Lincoln Memorial to Capitol Hill, it is two miles long). Bring comfortable footwear, and in summer, sun protection.
Walking North from the Washington Memorial you will get to the White House.