Agent Orange Exposure Fairness Act This bill reinstates and extends the authority of the Department of Veterans Affairs to determine and regulate diseases that warrant a presumption of service connection after exposure to a herbicide agent. Under a presumption of service connection, specific diseases diagnosed in certain veterans are presumed to have been caused by the circumstances of their military service. Health care benefits may then be awarded.