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Jul, 2022
基于零和博弈的Robocode机器人自适应对抗分析
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game
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Xiangri Lu
TL;DR
本文通过组织七个坦克机器人进行独立与混合对决,并结合博弈策略下的α-β剪枝算法和对手下一步运动位置的估计以及提前释放自身子弹命中对手的效果,验证了TestRobot的零和博弈Alpha-Beta剪枝算法的有效性。文章通过绘制1V1独立对决的直方图和混合对决的雷达图表达了坦克智能的自然属性差异。
Abstract
The confrontation of modern
intelligence
is to some extent a non-complete information confrontation, where neither side has access to sufficient information to detect the deployment status of the adversary, and then it is necessary for the
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