Separable Approximations of Optimal Value Functions and Their Representation by Neural Networks

Mario Sperl, Luca Saluzzi, Dante Kalise +1

The use of separable approximations is proposed to mitigate the curse of dimensionality related to the approximation of high-dimensional value functions in optimal control. The sep…