Search Results for author: Dimitris Boskos

Found 2 papers, 1 papers with code

Distributionally Robust Strategy Synthesis for Switched Stochastic Systems

no code implementations29 Dec 2022 Ibon Gracia, Dimitris Boskos, Morteza Lahijanian, Luca Laurenti, Manuel Mazo Jr

The framework we present first learns an abstraction of a switched stochastic system as a robust Markov decision process (robust MDP) by accounting for both the stochasticity of the system and the uncertainty in the noise distribution.

Dynamics of Data-driven Ambiguity Sets for Hyperbolic Conservation Laws with Uncertain Inputs

1 code implementation15 Mar 2020 Francesca Boso, Dimitris Boskos, Jorge Cortés, Sonia Martínez, Daniel M. Tartakovsky

This study focuses on the latter step by investigating the spatio-temporal evolution of data-driven ambiguity sets and their associated guarantees when the random QoIs they describe obey hyperbolic partial-differential equations with random inputs.

Optimization and Control Analysis of PDEs

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