Abstract Develop a build a robust AI-based dialog management system, a dialog model to guide and interact with people living with Dementia in an autonomous, game-based, virtual world. The dialog model will be driven by the integration of four input sources: facial and vocal emotion recognition, word spotting, and historical usage and response data from previous virtual world experiences.