21 citations · 43 across the 13 of their papers we have counts for
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eess.SY2020★ 7 cited
Imitation Learning with Stability and Safety Guarantees
He Yin, Peter Seiler, Ming Jin +1
A method is presented to learn neural network (NN) controllers with stability and safety guarantees through imitation learning (IL). Convex stability and safety conditions are deri…
math.OC2020★ 2 cited
Deep Learning for Reactive Power Control of Smart Inverters under Communication Constraints
Sarthak Gupta, Vassilis Kekatos, Ming Jin
Aiming for the median solution between cyber-intensive optimal power flow (OPF) solutions and subpar local control, this work advocates deciding inverter injection setpoints using…