Quantifying Aleatoric and Epistemic Dynamics Uncertainty via Local Conformal Calibration

Luís Marques, Dmitry Berenson

Whether learned, simulated, or analytical, approximations of a robot's dynamics can be inaccurate when encountering novel environments. Many approaches have been proposed to quanti…