Yes - this is primarily how I use mine. It doesn't have close to the polish of something like iBooks unfortunately, but it works.
My principle need for a tablet has always been ebook consumption. The ebook readers on Linux I've seen all look like hot garbage. Sure, Calibre allows you to manage massive ebook collections. Now let me have a book experience that doesn't look like 1999.