  An autonomous retail store management system entails inventory tracking,
store monitoring, and anomaly correction. Recent attempts at autonomous retail
store management have faced challenges primarily in perception for anomaly
detection, as well as new challenges arising in mobile manipulation for
executing anomaly correction. Advances in each of these areas along with system
integration are necessary for a scalable solution in this domain.
