Password protecting wordpress admin area causes redirect loop

Question : I enabled password protection for my wordpress admin area, now I can not login I see a 'redirect loop' eg

Firefox : The page isn’t redirecting properly

Chrome : ERR_TOO_MANY_REDIRECTS

Solution : Add the following to your site .htaccess file 

ErrorDocument 401 "401"