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Analyzing the Performance of 'Winner-Take-All' and 'Voting-Based' Action Selection Policies within the Two-Resource Problem

机译:分析“赢家”和“基于投票的”行动选择策略的表现,在两个资源问题中

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The problem of action selection for an autonomous creature implies resolving conflicts between competing behavioral alternatives. These conflicts can be resolved either via competition, following a "winner-take-all" approach, or via cooperation in a "voting-based" approach. In this paper we present two robotic architectures implementing these approaches, and report on experiments we have performed to compare their underlying optimization policies. We have framed this study within the context of the "two-resource problem," as it provides a widely used standard that favors systematic experimentation, analysis, and comparison of results.
机译:自治生物的行动选择问题意味着解决竞争行为替代品之间的冲突。这些冲突可以通过竞争来解决“获胜者 - 所有”方法,或通过“投票为基础”方法的合作来解决。在本文中,我们介绍了实现这些方法的两个机器人架构,以及我们执行的实验报告,以比较其潜在的优化政策。我们在“两个资源问题”的背景下,我们已经框架本研究,因为它提供了一种广泛使用的标准,这些标准得到了系统的实验,分析和结果的比较。

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