TRAFFIC TECHNOLOGY SERVICES, INC. NEW OPEN 2021 AWARD CONTROL NUMBER: 2459-2552 TITLE: AUTONOMOUS INTELLIGENT ASSISTANT (AUTONOMIA): RESILIENT AND ENERGY-EFFICIENT CITY-WIDE TRANSPORTATION OPERATIONS PACIFIC NORTHWEST NATIONAL LABORATORY, THE UNIVERSITY OF CALIFORNIA AT BERKELEY, AIMSUN, SIEMENS TECHNOLOGY, TRAFFIC TECHNOLOGY SERVICES, AND THE CITY OF CORAL GABLES, FL, WILL COMBINE ARTIFICIAL INTELLIGENCE WITH MULTISCALE SIMULATION AND REAL-TIME CONTROL TO REDUCE CONGESTION, IMPROVE ENERGY EFFICIENCY, AND REDUCE CO2 EMISSIONS ACROSS REGIONAL TRANSPORTATION SYSTEMS. AUTONOMIA’S TRAFFIC FORECASTING AND REAL-TIME MANAGEMENT APPROACH WILL LEVERAGE EMERGENT CONNECTED AUTOMATED VEHICLES WITH VARIED LEVELS OF AUTONOMY (CAVS), SENSING, AND SIGNALING TECHNOLOGIES WITHIN A UNIFIED LEARNING, SIMULATION, AND CONTROL PARADIGM TO IMPROVE ENERGY EFFICIENCY BY MORE THAN 20% AND TO REDUCE EMISSION BY AT LEAST 20%.