Where can someone exchange currency in the US?

Unlike many other countries, exchanging currency in the United States on the high street can be quite difficult as many of the retailers do not deal with foreign currency exchange. However most of the banks, like Chevy Chase, Bank of America and Wells Fargo etc, do.