A convex scheduling framework for virtual EV energy storage provides distribution-free violation guarantees and certificates against adversarial perturbations and out-of-distribution shifts while trading off profit and safety.
On the probabilistic feasibility of solutions in multi-agent op- timization problems under uncertainty
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Adversarially and Distributionally Robust Virtual Energy Storage Systems via the Scenario Approach
A convex scheduling framework for virtual EV energy storage provides distribution-free violation guarantees and certificates against adversarial perturbations and out-of-distribution shifts while trading off profit and safety.