A Word Related to Books that begins with the letter R

Solution 1:

record

A thing constituting a piece of evidence about the past, especially an account kept in writing or some other permanent form.

(Oxford)

Also you might consider Dan Bron's commented suggestions:

reference, register, report, registry, review, revelation, reader, roll (scroll).

Solution 2:

There is the booklet for school children, which is the "reader"