在一个合作团队中,一个代理应该知道多少其他代理在做什么?

Yiming Ye
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引用次数: 3

摘要

在面向任务的多智能体团队中,合作是非常重要的,因为一个设计良好的合作策略可以提高团队绩效。合作中的一个具有挑战性的研究问题是评估一个主体应该在多大程度上考虑其他主体的行为和影响。我们在对象搜索团队的背景下解决这个问题。我们首先提出了活动窗口的概念,以捕获代理对团队活动的视图。然后,我们确定了一些标准,这些标准可用于确定代理将团队的某个动作放入其窗口中是否有益。最后给出了实验结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How much should an agent know what other agents are doing in a cooperative team?
Cooperation in a task oriented multi agent team is important because a well designed cooperation strategy among a group of cooperating agents can lead to an increase of group performance. A challenging research issue in cooperation is to assess how much and to what extent an agent should consider the actions and effects of other agents. We address this issue in the context of an object search team. We first propose the concept of activity window to capture the view of an agent on the activities of the team. Then we pinpoint some criteria that can be used to determine whether it is beneficial for an agent to put an action of the team into its window. Finally, we present experimental results.
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