Sym2Real: Symbolic Dynamics with Residual Learning for Data-Efficient Adaptive Control

Easop Lee, Samuel A. Moore, Boyuan Chen

We present Sym2Real, a fully data-driven framework for highly data-efficient adaptation of low-level controllers. Although symbolic regression is data-efficient, its role in real-w…