3 citations · 5 across the 2 of their papers we have counts for
3 papers
A Stackelberg Game Approach to Control the Overall Load Consumption of a Residential Neighborhood
Erhan Can Ozcan, Ioannis Ch. Paschalidis
This paper formulates a Stackelberg game between a coordination agent and participating homes to control the overall load consumption of a residential neighborhood. Each home optim…
A Distributed Optimization Framework to Regulate the Electricity Consumption of a Residential Neighborhood with Renewables
Erhan Can Ozcan, Emiliano Dall'Anese, Ioannis Ch. Paschalidis
Demand response services at the distribution level are emerging as enabling strategies for improving grid reliability in the presence of intermittent renewable generation and grid…
Optimal Transport Perturbations for Safe Reinforcement Learning with Robustness Guarantees
James Queeney, Erhan Can Ozcan, Ioannis Ch. Paschalidis +1
Robustness and safety are critical for the trustworthy deployment of deep reinforcement learning. Real-world decision making applications require algorithms that can guarantee robu…