Extended Kalman Filter and Koopman Operator for Stochastic Optimal Control

The authors introduce a novel approach using the Koopman operator to reformulate stochastic optimal control problems, leading to a standard LQR solution. By leveraging this method, they address the computational challenges associated with dual control in SOC.