MC-Risk: Multi-Component Risk Fields for Risk Identification and Motion Planning

Maximilian Link, Yingjie Xu, Yingbai Hu +1

We present MC-Risk, a planner-aligned, multi-component risk field on a bird's-eye-view grid that yields early, calibrated, and class-aware risk localization. MC-Risk linearly compo…