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Using a Competitive Approach to Improve Military Simulation Artificial Intelligence Design

机译:使用竞争性方法改进军事模拟人工智能设计

摘要

The research presented in this paper attempts to show how using a competitive approach to artificial intelligence (AI) design can lead to improvement of the AI soltions used in military simulatins. To demonstrate the potential of the competitive approach, ORTS, a real-time strategy game engine is used. The idea is to setup a tournament of virtual battles between base case AIs and new test AIs, and by using the informaiton from these battles o advance the test AIs. The analysis of the results from the experimental tournament shows possible advantages and application of the competitive approach. At the end of the paper, some conclusions and recommendations for future work are made.
机译:本文提出的研究试图表明,使用竞争性方法进行人工智能(AI)设计如何可以改善军事模拟中使用的AI解决方案。为了演示竞争方法的潜力,使用了实时战略游戏引擎ORTS。想法是在基本案例AI和新测试AI之间建立虚拟战役竞赛,并利用这些战役中的信息来推进测试AI。对实验比赛结果的分析表明了竞争方法的可能优势和应用。在本文的最后,为将来的工作提出了一些结论和建议。

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