FarmQuest: A Demonstration of an AI Director Video Game Test Bed

Kristen K. Yu, Matthew J. Guzdial, Nathan R Sturtevant
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Abstract

In AI director research, it is not straightforward for researchers to understand how each algorithm affects the player experience. This demo introduces PWR, which is a new fully developed video game test bed to evaluate AI directors. This demo includes 3 different AI director algorithms in order to help researchers improve their intuition for understanding the differences between potential algorithms, and also provides insight on the framework required to author a new AI director. This test bed can support future AI director research by allowing for direct comparisons of new algorithms.
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《FarmQuest: AI Director电子游戏测试平台
在AI导演研究中,研究人员并不容易理解每种算法如何影响玩家体验。这个演示介绍了PWR,这是一个全新的完全开发的视频游戏测试平台,用于评估AI导演。该演示包括3种不同的AI指挥算法,以帮助研究人员提高他们对潜在算法之间差异的直觉,并提供编写新AI指挥所需的框架的见解。这个测试平台可以通过直接比较新算法来支持未来的人工智能导演研究。
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