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Utility-based model for classifying adversarial behaviour in multi-agent systems

机译:基于实用的模型,用于在多代理系统中进行对抗性行为

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Interactions and social relationships among agents are an important aspect of multi-agent systems. In this paper, we explore how such relationships and their relation to agent’s objectives influence agent’s decision-malting. Building on the framework of stochastic games, we propose a classification scheme, based on a formally defined concept of interaction stance, for categorizing agent’s behaviour as self-interested, altruistic, competitive, cooperative, or adversarial with respect to other agents in the system. We show how the scheme can be employed in defining behavioural norms, capturing social aspects of agent’s behaviour and/or in representing social configurations of multi agent systems.
机译:代理商之间的互动和社会关系是多代理系统的一个重要方面。在本文中,我们探讨了这种关系如何以及与代理目标影响代理的决策麦芽的关系。建立在随机游戏的框架上,我们提出了一种基于正式定义的互动立场的概念的分类计划,用于将代理人的行为分类为自私自行,利他主义,竞争,合作或对系统中的其他代理人的对抗性。我们展示该方案如何在定义行为规范中,捕获代理行为的社交方面和/或代表多代理系统的社交配置。

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