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About. Welcome to the NeurIPS 2020 Workshop on Machine Learning for Autonomous Driving!. Autonomous vehicles (AVs) offer a rich source of high-impact research problems for the machine learning (ML) community; including perception, state estimation, probabilistic modeling, time series forecasting, gesture recognition, robustness guarantees, real-time constraints, user-machine communication ...