Here's how I turn it off, there may be another way though.
hit start-run, type gpedit.msc
look under "User Configuration", then under "Administrative Templates", then under "System"---you should see it towards the bottom, its called "Disable Autoplay"
Set it to disabled and you should be good to go.
Hope that helps