Bob Weir, Phil Lesh and Mickey Hart played at a get-out-the-vote concert in February in California for the campaign.
A Pennsylvania spokeswoman for the campaign says the trio will be joined by a fourth surviving member, Bill Kreutzmann, at the Oct. 13 show in State College.
Other rockers expected to attend include members of the Allman Brothers Band. Tickets go on sale Friday.