I play in a softball league that plays on diamonds on the mall. There are several in west potomac park by the jefferson memorial and often we set up bases in the area to the north and west of the washington memorial. Some areas can only be reserved by being physically present on the field until the games start ~6pm. You'll see people there from noon on. You shouldn't have a problem and you sure can't beat the setting.