In this paper, an real-time suboptimal midcourse guidance law robust to missile launch conditions, which is a neural network approximation of the optimal feedback strategy, is proposed. It is obtained by the appropriate representation of input data of the neural network, which guarantees robustness. Computer simulations show that the proposed guidance law allows the missile to intercept a given target almost exactly with only a limited number of the neural network weights.