humans alone. Starting with today’s advanced technologies for self-driving cars, self-guided Unmanned Aerial Vehicles (drones), industrial mobile robots, high-precision sensors, and reliable high-speed networking, AvaWatz is using powerful Machine Learning methods to combine the capabilities of individual mobile robots into a unified system for collaborative Detecting, Deciding, and Acting. ARYA is designed to support scalable teams of mixed-ability robots / robotic agents for indoor and outdoor scenarios. It employs well-accepted industry-standard infrastructure tools and protocols to ensure compatibility and interoperability with sensors and software.