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The Role of Power and Jealousy in Cooperation —A Framework for Artificial Agents

机译:权力和嫉妒在合作中的作用-人工代理的框架

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摘要

We are interested in the question of how to motivate people to share valuable information so that group performance can be leveraged. In particular, we investigate the impact of power and jealousy on cooperation. It is an unresolved issue how these two social phenomena influence cooperation. We study the impact of power and jealousy to cooperation models by using dynamic artificial agents and agent populations following combined characteristics. We simulate dynamic multi player goods games and we use the Business Transaction Theory as a basic layer for information valuation. Payoff matrices as they are used in evolutionary game theory are also applied. Our motivation to use artificial agents is manifold. First, we are able to simulate small to huge populations in short time, second we are flexible in changing agent characteristics, and third it is hard to find people who admit being jealous in real life. The technical framework is based on the eclipse development environment. The artificial agents are programmed in Java. Our interdisciplinary approach is new since emotions, in context with collaboration, have never been investigated by artificial agents and game theoretical means. Our findings show that incentives might have a big influence on jealousy and even on egoists.
机译:我们对如何激励人们共享有价值的信息以便可以利用团队绩效的问题感兴趣。特别是,我们调查了权力和嫉妒对合作的影响。这两种社会现象如何影响合作尚未解决。我们通过使用动态人工代理和组合特征后的代理种群,研究力量和嫉妒对合作模型的影响。我们模拟动态多玩家商品博弈,并将业务交易理论用作信息评估的基本层。还应用了在进化博弈论中使用的支付矩阵。我们使用人工制剂的动机是多种多样的。首先,我们能够在短时间内模拟从小到大的人口,其次,我们可以灵活地改变代理人的特征,其次,很难找到承认在现实生活中嫉妒的人。技术框架基于日食开发环境。人工代理使用Java编程。我们的跨学科方法是新的,因为在协作的背景下,情感从未被人为因素和博弈论手段研究过。我们的研究结果表明,激励措施可能会对嫉妒甚至利己主义者产生很大影响。

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