Analytic Robot Self-Model: Learning Screw-Axis Kinematics for Rendering and Model-Based Control

Visual self-modelling lets robots learn body models from observations, but such models usually encode kinematics implicitly rather than exposing metric joint parameters for computation and control. Moreover, a good fit to images does not by itself establish accurate kinematics.

From the abstract. Our summary is in progress.