MiaoSuan Wargame: A Multi-Mode Integrated Platform for Imperfect Information Game
Jiale Xu1,3; Jian Hu3; Shixian Wang3; Xuyang Yang3; Wancheng Ni2,3
2022
会议日期August 21-24, 2022
会议地点Beijing, China
关键词open platform human-computer gaming AI evaluation Turing test imperfect information game wargame
英文摘要

  Just like data plays a fundamental role in perceptual intelligence, simulated environments become the cornerstone of artificial agents in cognitive intelligence. Meanwhile, the evaluation of decision agents has put forward an urgent need for human-machine accessible game platforms, on which humans and agents can interact and confront, even the "Turing test" can be conducted. In this work, MiaoSuan wargame platform, a human-computer gaming platform for multi-agent imperfect information game is proposed. It provides multiple scenes and tasks, together with various confrontation forms (computer vs. computer, human vs. computer, and human/computer hybrid) and game modes (online confrontation, offline training, and Turing test) for agents' training and evaluation. The MiaoSuan platform is constructed as a modular architecture with separable engine, AI interface, human interface and other functional modules, in which different game environments and tasks can be conveniently integrated. Two kinds of workflows, online confrontation and offline training, are designed to schedule different modules to achieve their corresponding game modes. Besides, based on this platform, a "Turing test" method for agent evaluation can be implemented automatically. It introduces a comprehensive evaluation of agents' performance through subjective human assessment or objective data analysis, rather than only depending on their game scores. The MiaoSuan wargame platform is widely used in individual practice and organized events. It is available at http://wargame.ia.ac.cn/.

内容类型会议论文
源URL[http://ir.ia.ac.cn/handle/173211/52240]  
专题智能系统与工程
通讯作者Wancheng Ni
作者单位1.University of Chinese Academy of Sciences
2.Innovation Academy for Artificial Intelligence, CAS
3.Institute of Automation, Chinese Academy of Sciences
推荐引用方式
GB/T 7714
Jiale Xu,Jian Hu,Shixian Wang,et al. MiaoSuan Wargame: A Multi-Mode Integrated Platform for Imperfect Information Game[C]. 见:. Beijing, China. August 21-24, 2022.
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