Physics-Informed Kernel Embeddings: Integrating Prior System Knowledge with Data-Driven Control

Adam J. Thorpe, Cyrus Neary, Franck Djeumou +2

Data-driven control algorithms use observations of system dynamics to construct an implicit model for the purpose of control. However, in practice, data-driven techniques often req…