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eess.SY2026
Strategic Arbitrage in Electricity Markets: A Multi-Agent Policy Optimization Framework
Eli Brock, Srikar Babu Gadipudi, Somayeh Sojoudi +1
Grid-scale storage and load aggregators are growing quickly in wholesale electricity markets. If highly consolidated, these new participants may distort the competitive market equi…
eess.SY2022
Learning of Dynamical Systems under Adversarial Attacks -- Null Space Property Perspective
Han Feng, Baturalp Yalcin, Javad Lavaei
We study the identification of a linear time-invariant dynamical system affected by large-and-sparse disturbances modeling adversarial attacks or faults. Under the assumption that…
eess.SY2018★ 21 cited
Stability-certified reinforcement learning: A control-theoretic perspective
Ming Jin, Javad Lavaei
We investigate the important problem of certifying stability of reinforcement learning policies when interconnected with nonlinear dynamical systems. We show that by regulating the…