High-Confidence Data-Driven Ambiguity Sets for Time-Varying Linear Systems

Dimitris Boskos, Jorge Cortés, Sonia Martínez

This paper builds Wasserstein ambiguity sets for the unknown probability distribution of dynamic random variables leveraging noisy partial-state observations. The constructed ambig…