RewriteEngine On

RewriteCond %{REQUEST_FILENAME} -f [OR]
RewriteCond %{REQUEST_FILENAME} -d
RewriteRule ^ - [L]

RewriteRule ^r/([A-Za-z0-9]{3,20})$ r.php?code=$1 [L,QSA]