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How to Run a Successful Game-Based AI Competition

机译:如何成功举办基于游戏的AI竞赛

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摘要

Game-based competitions are commonly used within the Computational Intelligence (CI) and Artificial Intelligence (AI) in games community to benchmark algorithms and to attract new researchers. While many competitions have been organized based on different games, the success of these competitions is highly varied. This short paper is a self-help paper for competition organizers and aspiring competition organizers. After analyzing the fate of a number of recent competitions, some factors likely to contribute to the success or failure of a competition are laid out, and a set of concrete recommendations is offered. There is also a discussion of how to write up game-based AI competitions and what we can ultimately learn from them.
机译:基于游戏的竞赛通常在游戏社区的计算智能(CI)和人工智能(AI)中使用,以对算法进行基准测试并吸引新的研究人员。尽管已经根据不同的游戏组织了许多比赛,但是这些比赛的成功却千差万别。这篇简短的论文是针对比赛组织者和有抱负的比赛组织者的自助论文。在分析了一些近期比赛的命运之后,列出了可能有助于比赛成败的一些因素,并提出了一系列具体建议。还讨论了如何编写基于游戏的AI竞赛以及我们最终可以从中学到什么。

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