Wenbo Shao

Failure Detection for Motion Prediction of Autonomous Driving: An Uncertainty Perspective

Motion prediction is essential for safe and efficient autonomous driving. However, the inexplicability and uncertainty of complex artificial intelligence models may lead to unpredictable failures of the motion prediction module, which may mislead the system to make unsafe decisions. Therefore, it is…