Robotic-assisted heart valve surgery has emerged as a significant advancement in cardiac surgery, offering precision and minimally invasive options for valve repair and replacement. This article provides a comprehensive review of the innovations in robotic-assisted heart valve surgery, discusses the challenges faced in its implementation, and explores future directions. We highlight key technological advancements, clinical outcomes, and the impact of robotic systems on surgical practice.