Less is More: Contextual Sampling for Nonlinear Data-Driven Predictive Control

Julius Beerwerth, Bassam Alrifaee

Data-Driven Predictive Control (DPC) optimizes system behavior directly from measured trajectories without requiring an explicit model. However, its computational cost scales with…