Distributionally Robust Optimization with Markovian Data

Mengmeng Li, Tobias Sutter, Daniel Kuhn

Abstract: We study a stochastic program where the probability distribution of the uncertain problem parameters is unknown and only indirectly observed via finitely many correlated samples generated by an unk...