Driving Performance

Research on driving performance focuses on improving both human and autonomous driving capabilities. Current efforts involve developing AI-based coaching systems using multi-task imitation learning and other machine learning techniques to enhance driver skills and provide effective feedback, alongside creating robust benchmarks for evaluating end-to-end autonomous driving systems under diverse conditions. These advancements aim to improve road safety by addressing driver error, enhancing autonomous vehicle reliability, and ultimately reducing accidents through better driver training and more dependable self-driving technology.