A brown sign with an arrow pointing diagonally up and left, and the following text.
Didcot; Railway; Centre [Steam railway symbol] .
Just off junction 13 is another railway history attraction, which is a museum with steam train rides. You can also get to Chieveley Services at this junction, but they're not very prominently signposted from the M4.