南方科技大学知识苑(SUSTech KC): Games for Artificial Intelligence Research: A Review and Perspectives

题名	Games for Artificial Intelligence Research: A Review and Perspectives
作者	Chengpeng Hu1,2 ; Yunlong Zhao 3; Ziqi Wang1,2 ; Haocheng Du 1,2; Jialin Liu1,2
发表日期	2024
DOI	10.1109/TAI.2024.3410935
发表期刊	IEEE Transactions on Artificial Intelligence 影响因子和分区
ISSN	2691-4581
卷号	PP 期号:99
摘要	Games have been the perfect test-beds for artificial intelligence research for the characteristics that widely exist in real-world scenarios. Learning and optimisation, decision making in dynamic and uncertain environments, game theory, planning and scheduling, design and education are common research areas shared between games and real-world problems. Numerous open-source games or game-based environments have been implemented for studying artificial intelligence. In addition to single- or multi-player, collaborative or adversarial games, there has also been growing interest in implementing platforms for creative design in recent years. Those platforms provide ideal benchmarks for exploring and comparing artificial intelligence ideas and techniques. This paper reviews the games and game-based platforms for artificial intelligence research, provides guidance on matching particular types of artificial intelligence with suitable games for testing and matching particular needs in games with suitable artificial intelligence techniques, discusses the research trend induced by the evolution of those games and platforms, and gives an outlook.
相关链接	[IEEE记录]
收录类别	EI
学校署名	第一
引用统计
成果类型	期刊论文
条目标识符	http://sustech.caswiz.com/handle/2SGJ60CL/778471
专题	工学院_计算机科学与工程系南方科技大学
作者单位	1.Research Institute of Trustworthy Autonomous System, Southern University of Science and Technology (SUSTech), Shenzhen, China 2.Guangdong Provincial Key Laboratory of Brain-inspired Intelligent Computation Department of Computer Science and Engineering of SUSTech 3.LightSpeed Studios, Shenzhen, Tencent, China
第一作者单位	南方科技大学; 计算机科学与工程系
第一作者的第一单位	南方科技大学
推荐引用方式 GB/T 7714	Chengpeng Hu,Yunlong Zhao,Ziqi Wang,et al. Games for Artificial Intelligence Research: A Review and Perspectives[J]. IEEE Transactions on Artificial Intelligence,2024,PP(99).
APA	Chengpeng Hu,Yunlong Zhao,Ziqi Wang,Haocheng Du,&Jialin Liu.(2024).Games for Artificial Intelligence Research: A Review and Perspectives.IEEE Transactions on Artificial Intelligence,PP(99).
MLA	Chengpeng Hu,et al."Games for Artificial Intelligence Research: A Review and Perspectives".IEEE Transactions on Artificial Intelligence PP.99(2024).