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• Reduced-Dimensional Reinforcement Learning Control using Singular Perturbation Approximations
  2020 · 48 citations
• Scalable Voltage Control using Structure-Driven Hierarchical Deep Reinforcement Learning
  2021 · 8 citations
• AdverSAR: Adversarial Search and Rescue via Multi-Agent Reinforcement Learning
  2022 · 7 citations
• Learning Stochastic Parametric Differentiable Predictive Control Policies
  2022 · 6 citations
• Reinforcement Learning of Structured Control for Linear Systems with Unknown State Matrix
  2020 · 3 citations
• Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning
  2022 · 3 citations
• Imposing Robust Structured Control Constraint on Reinforcement Learning of Linear Quadratic Regulator
  2020 · 1 citations
• Safe Reinforcement Learning for Grid Voltage Control
  2021 · 1 citations
• Policy Gradient-Based EMT-in-the-Loop Learning to Mitigate Sub-Synchronous Control Interactions