Science & Technology Review
|
2021, 39(5): 117-125
• Review •
On future combat autonomous decision technology for starcraft
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Affiliations
Published: 2021-03-13
doi: 10.3981/j.issn.1000-7857.2021.05.013
Outline
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.
intelligent operation
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real time strategic games
/
swarm intelligence
/
autonomous strategy
/
simulation game
/
winning mechanism
/
artificial intelligence
黄彬城, 陈思, 高放, 葛建军, 吴雪玲.
星际争霸视角的未来作战自主决策技术.
科技导报,
2021
, 39
(5)
: 117
-125
.
DOI: 10.3981/j.issn.1000-7857.2021.05.013
HUANG Bincheng, CHEN Si, GAO Fang, GE Jianjun, WU Xueling.
On future combat autonomous decision technology for starcraft[J].
Science & Technology Review,
2021
, 39
(5)
: 117
-125
.
DOI: 10.3981/j.issn.1000-7857.2021.05.013
Year 2021 volume 39 Issue 5
PDF
765
197
Cite this Article
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Article Info
doi: 10.3981/j.issn.1000-7857.2021.05.013
- Receive Date:2020-04-27
- Online Date:2021-04-23
- Published:2021-03-13