The star and his wife, actress Kelly Preston, will also be transporting more than 400 doses of vaccine.
Other personalities have also joined the relief team, including Oprah Winfrey and Sean Penn. Author John Grisham, who lives nearby in Mississippi, has also donated $5 million.