With limited Earth support and communications, future remote habitats, such as the Artemis missions, will require novel approaches to habitat maintenance during periods of dormancy. This project seeks to develop a Multi-Agent Anomaly Resolution System (MaARS) to provide NASA with an Automated Fault Detection, Diagnostics, and Recovery (AFDD-R) system to assist in maintaining the health of such remote habitats.