Esoteric Buddhism is often not expounded openly, but rather taught from master to pupil. Esoteric also can mean that something is learned more experientially, as contrasted with that which can be taught in books. Esoteric Buddhism has a strong ritual and spiritual quality that can be viewed as tapping into the supernatural.
See also Vajrayana