From Prediction Uncertainty to Conformalized Distance Fields for Safe Motion Planning

Jaeuk Shin, Yoonseok Ra, Insoon Yang

Safe motion planning in dynamic environments requires reasoning about the uncertainty in predicted obstacle motion without sacrificing real-time performance. Existing conformal app…