Jr-Shin Li

Reservoir Computing Causal Operators for Data-Driven Moment Control of Nonlinear Ensembles

This letter develops a data-driven control framework for nonlinear ensemble systems using reservoir computing (RC). We consider ensemble control problems, in which the objective is to regulate a large, potentially uncountable, population of systems with unknown dynamics. To address this challenge, we introduce a moment...