Yes! They have a form to switch your RD application to an ED application, like someone below said, similar to ED2.
As to why I would think of doing this, I am supppeer interested in artificial intelligence, which is the most important benefit of going to CMU. It is one of the only schools that would allow me to pursue a BS in AI.