Improving Rolling Horizon Evolutionary Algorithm in a Fighting Game

Abstract

In this paper, we examine the performance of a game AI using Rolling Horizon Evolutionary Algorithm (RHEA) for a fighting game. We propose two methods for improving RHEA. Our experimental results show that the proposed AI is superior to an AI using standard RHEA.