DigiData: Training and evaluating general-purpose mobile control agents

Abstract

We present DigiData, a comprehensive framework for training and evaluating general-purpose mobile control agents. This work addresses the challenge of creating AI agents that can navigate and interact with mobile user interfaces to perform tasks automatically. DigiData provides large-scale datasets, training methodologies, and benchmarks for developing digital agents that can understand mobile UI environments and execute actions on behalf of users. This research is critical for advancing the capabilities of AI assistants in mobile computing environments.