I proceeded to restart my PC, still nothing.
I then uninstalled my older version of Fallout 3, popped in disc 1, installed fallout 3 again, and tried to install disc 2, nothing.
When I pop in disc 2, the disc scans for a long time before the scanning stops. It does not autorun and double clicking it will result in a freeze; the same happens if I choose to right click + explore and double click the setup.exe in the disc.
Thinking that there must be a problem with the disc, I run back to EB games and ask for a disc swap. I come back and try out the newly swapped disc, the same thing happens.
I doubt that it's my DVD rom, since I can run the first disc fine.