The turing test track of the 2012 Mario AI Championship: Entries and evaluation

The turing test track of the 2012 Mario AI Championship: Entries and evaluation
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2012马里奥AI锦标赛图灵测试赛道:参赛作品及评测

DOI:
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发表时间:
2013
期刊:
IEEE Conference on Computational Intelligence and Games
影响因子:
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通讯作者:
M. Gallagher
M. Gallagher
中科院分区:
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文献类型:
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作者:
Noor Shaker;J. Togelius;Georgios N. Yannakakis;Likith Poovanna;Vinay Sudha Ethiraj;S. Johansson;R. Reynolds;Leonard Kinnaird;T. Schumann;M. Gallagher

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马里奥人工智能锦标赛的图灵测试赛道专注于为热门游戏《超级马里奥兄弟》的克隆开发类人控制器。参赛者通过提交模仿人类游戏风格的人工智能代理参与其中。本文介绍了比赛规则、使用的软件、投票界面、评分程序、提交的控制器以及 2012 年比赛的最新结果。我们还讨论了从平台游戏可信度方面可以从本次比赛中学到的东西。对智能体之间以及智能体与人类之间的行为相似性和差异的统计分析支持了该讨论。该论文由竞赛组织者(前三位作者)和参赛者共同撰写。
The Turing Test Track of the Mario AI Championship focused on developing human-like controllers for a clone of the popular game Super Mario Bros. Competitors participated by submitting AI agents that imitate human playing style. This paper presents the rules of the competition, the software used, the voting interface, the scoring procedure, the submitted controllers and the recent results of the competition for the year 2012. We also discuss what can be learnt from this competition in terms of believability in platform games. The discussion is supported by a statistical analysis of behavioural similarities and differences among the agents, and between agents and humans. The paper is co-authored by the organizers of the competition (the first three authors) and the competitors.
DOI: 10.1109/cec.2012.6256440
发表时间: 2012
期刊: --
影响因子: --
作者:
Perez D
通讯作者: Perez D