Application of Reinforcement Learning to Robot Soccer

Abstract

Robot Soccer is an interesting and complex new area of artificial intelligence, and it is a typical multi-Agent system. This paper applies reinforcement learning to action selecting in robot soccer. And reinforcement learning method for multi-Agents is presented and extended. The experiment results are also shown.