A Society Group is a forward-thinking technology company focused on advancing autonomous driving systems through innovative machine learning solutions. The Prediction & Behavior ML team specializes in developing algorithms that predict and influence driving behaviors, enhancing both on-vehicle performance and off-vehicle simulation capabilities. By closely collaborating with various engineering teams, including Perception, Planning, and Simulation, A Society Group aims to improve the fidelity and diversity of testing environments, ultimately pushing the boundaries of autonomous vehicle technology.