Former House Speaker Newt Gingrich is among those who have confirmed an appearance.
Tickets will range from $100 to $20,000.
The event will be held February 5, one day before Reagan's actual birthday.
GOP officials said they've also invited a number of potential presidential candidates, including former Alaska Governor Sarah Palin.