Abstract- In this paper, the minimum error entropy criterion has been utilized to design controller for non-linear networked control systems (NCSs), where time delays in the communication channels are of random nature. A recursive optimization solution has been developed based on the recently developed stochastic distribution control strategy. The local stability condition of the closed loop NCSs has been established. A simulation example has been given to show the effectiveness and applicability of the proposed approach.