Cherry allegedly shot another 17-year-old from East Orange in the left elbow Friday night at a carnival in Bloomfield.
A Bloomfield police officer fired at Cherry, hitting him in the torso.
The prosecutor's office said the shooting by the officer appears to be justified, but an investigation is continuing. The case will be presented to a grand jury as is required in all shootings involving police.