Rural Veterans Health Care Improvement Act - Requires the Director of the Office of Rural Health of the Veterans Health Administration of the Department of Veterans Affairs (VA) to develop and transmit to Congress a five-year strategic plan for improving access to, and the quality of, health care services for veterans in rural areas.