Had a look on the website, but there's nothing definitive:
"We won’t charge you to take your bike on our trains. However, availability is subject to space and, in some cases, to a cycle reservation. Reservations can be made by contacting us on 08457 55 00 33 or visiting a staffed station with your valid ticket."