While they may occasionally refer to our galaxy as "the Milky Way," that's a common astronomical term, not a specific astrological one.
Astrology is based on the idea that the positions of planets and stars at the time of a person's birth influence their personality and life path. They don't usually incorporate the broader structure of the galaxy into their interpretations.