CASIA OpenIR  > 复杂系统管理与控制国家重点实验室  > 深度强化学习
A Review of Computational Intelligence for StarCraft AI
Tang, Zhentao1,2; Shao, Kun1,2; Zhu, Yuanheng1,2; Li, Dong1,2; Zhao, Dongbin1,2; Huang, Tingwen3
2018-11
Conference Name2018 IEEE Symposium Series on Computational Intelligence
Conference Date18-21 Nov. 2018
Conference PlaceBangalore, India
Abstract

After artificial intelligent (AI) scientists have conquered Go game, StarCraft has been the next biggest challenge. A highly intelligent AI system that is able to beat human professional players is expected. In this paper, we review the recent development of computational intelligence (CI) in the field of StarCraft AI. Successful applications of CI techniques are analyzed and compared from different levels of AI functionality. It should be noted that current StarCraft AI is highly dependent on human experience and is far away from a completely intelligent one. New frameworks and techniques are still expected to improve the intelligence.

Indexed ByEI
Language英语
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/23520
Collection复杂系统管理与控制国家重点实验室_深度强化学习
Affiliation1.Institute of Automation, Chinese Academy of Sciences
2.University of Chinese Academy of Sciences
3.Texas A&M University at Qatar
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Tang, Zhentao,Shao, Kun,Zhu, Yuanheng,et al. A Review of Computational Intelligence for StarCraft AI[C],2018.
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