Systems are described herein that improve control of a shapeable or steerable instrument using shape data. Additional systems use such shape data for improved mapping or adjusting models of the instrument. Such systems include robotic medical systems for controlling a shapeable instrument within an anatomical region having a controller, one or more actuators, and a localization system for guiding one or more shapeable instruments.