Acquiring a Dribble Skill by Neural Networks

Abstract

This paper proposes a learning method for acquiring a dribble skill of a soccer agent. The learning agent mimics the behavior of a well-trained target agent. For this purpose, we utilize log files of soccer games where the target agent played to train neural networks. Through computational experiments we show that the learning agent obtain the dribble skill of the target agent.