Lizi Wang

Learning-based 3D Occupancy Prediction for Autonomous Navigation in Occluded Environments

In autonomous navigation, sensors suffer from massive occlusion in cluttered environments, leaving a significant amount of space unknown. In practice, treating the unknown space in optimistic or pessimistic ways both set limitations on planning performance. Therefore, aggressiveness and safety canno…