so lost in thought that one does not realize what one is doing, what is happening, etc.; preoccupied to the extent of being unaware of one’s immediate surroundings.
adjective
preoccupied; forgetful; inattentive
Quick Tip: Avoid “Absent-minded” Presentations – Liberal Dictionary
8 Absentmindedly Synonyms. Similar words for Absentmindedly.