An efficient approximation scheme for solving non-linear optimal control problems with a piecewise constant delay function is introduced. The proposed method is based on a hybrid of block-pulse ...

Activation functions provide the non-linearity to deep neural networks, which are crucial for the optimization and performance improvement. In this paper, we propose a learnable continuous piece-wise ...