Online reinforcement learning controllers reach a simulated lift coefficient near 1.62 within 2.5 seconds for plasma-actuated flow separation control, while adaptive MPC stalls at 1.60.
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Model Predictive and Reinforcement Learning Methods for Active Flow Control of an Airfoil with Dual-point Excitation of Plasma Actuators
Online reinforcement learning controllers reach a simulated lift coefficient near 1.62 within 2.5 seconds for plasma-actuated flow separation control, while adaptive MPC stalls at 1.60.