Application of reinforcement learning based on artificial neural network to robot soccer

Abstract

By combining artificial neural network with reinforcement learning, an applicable method of reinforcement learning based on artificial neural network is proposed. The method is applied to actions' selection in robot soccer. Experimental results show that the method is effective.