Before revision:  Commonly, L2 regularization is used on the control inputs in order to minimize energy used and to ensure smoothness of the control inputs.
After revision:  Commonly, L_2 regularization is used on the control inputs in order to minimize energy used and to ensure smoothness of the control inputs.