2 papers
eess.SY2025
Quantum-Enhanced Reinforcement Learning for Power Grid Security Assessment
Benjamin M. Peter, Mert Korkali
The increasingly challenging task of maintaining power grid security requires innovative solutions. Novel approaches using reinforcement learning (RL) agents have been proposed to…
eess.SY2024
Robust Defense Against Extreme Grid Events Using Dual-Policy Reinforcement Learning Agents
Benjamin M. Peter, Mert Korkali
Reinforcement learning (RL) agents are powerful tools for managing power grids. They use large amounts of data to inform their actions and receive rewards or penalties as feedback…