Where abouts in London are you?
Whenever I have to go to Reading outside of term time I go from Surbiton. I go from there to Weybridge then to Virginia Water then to Earley and then it's a small walk to Campus from there.
Otherwise, the slow train from Waterloo is slightly cheaper than the Paddington train, though that is much much quicker.