The incident, which involved two AH-64 Apache helicopters, occurred near the singer's residence in Nashville, Tennessee.
Initially, the military personnel were suspended from their flight duties while the circumstances of the flight were investigated.
Hegseth's decision, announced on Tuesday, removed any disciplinary measures or investigation, sparking a debate about the application of military regulations.