星际争霸视角的未来作战自主决策技术

On future combat autonomous decision technology for starcraft

星际争霸游戏对于研究未来作战自主决策技术有重要参考价值。阐述了星际争霸游戏与自主决策过程的相似性,分析了星际争霸战略、战术决策算法中面临的规划、学习以及不确定性等热点问题,从决策技术复杂度入手,讨论了未来作战自主决策技术面临的瓶颈问题,并提出以打造大型战争游戏为手段,重点从系统顶层架构、游戏AI建模技术、大型战争游戏引擎等关键技术出发,试图指出未来作战自主决策技术发展着力点,为自主决策系统的智能化技术开发和研究提供研究思路和理论基础。

StarCraft is an important game for studying the future combat autonomous decision technology.Similarities between StarCraft and the autonomous decision process are described.Planning,learning,and uncertainty in decision-making algorithms for StarCraft are also analyzed.Firstly,the key problem of future combat autonomous decision-making technology is discussed in terms of decision complexity.Then,the article proposes to create a large-scale war game to clarify the development of future battle autonomous decision-making technologies,such as system's top-level architecture,game AI modeling technology,large game engines,etc.in order to provide a useful reference for the development of autonomous decision system intelligent technology.