We present a different view for AlphaStar (AS), the program achieving Grand-Master level in the game StarCraft II. It is considered big progress for AI research. However, in this paper, we present problems with the AS, some of which are the defects of it, and some of which are important details that are neglected in its article. These problems arise two questions. One is that what can we get from the built of AS? The other is that does the battle between it with humans fair? After the discussion, we present the future research directions for these problems. Our study is based on a reproduction code of the AS, and the codes are available online.
翻译:我们对阿尔法星(Astar)提出了不同的观点,AphaStar(AS)是一个在游戏StarCraft II中达到Grand-Master水平的方案。它被认为是AI研究的重大进展。然而,在本文中,我们提出了AS的问题,其中有些是它的缺陷,有些是其文章中被忽视的重要细节。这些问题产生了两个问题。一个是从AS的构建中得到什么?另一个是它与人类的公平竞争?经过讨论后,我们提出了这些问题的未来研究方向。我们的研究以AS的复制代码为基础,代码可以在网上查阅。