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Analysing the Influence of the Cultural Aspect in the Self-Regulation of Social Exchanges in MAS Societies: An Evolutionary Game-Based Approach

机译:分析文化方面对MAS社会交往自我调节的影响:基于进化博弈的方法

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Social relationships are often described as social exchanges, understood as service exchanges between pairs of individuals with the evaluation of those exchanges by the individuals themselves. Social exchanges have been frequently used for defining interactions in MAS. An important problem that arises in the context of social simulation and other MAS applications is the self-regulation of the social exchange processes, so that the agents can achieve/maintain the equilibrium of the exchanges by themselves, guaranteing the continuation of the interactions in time. Recently, this problem was tackled by defining the spatial and evolutionary Game of Self-Regulation of Social Exchange Processes (GSREP), implemented in NetLogo, where the agents evolve their exchange strategies by themselves over time, performing more equilibrated and fair interactions. The objective of this paper is to analyse the problem of the self-regulation of social exchange processes in the context of a BDI-based MAS, adapting the GSREP game to Jason agents and introducing a cultural aspect, where the society culture, aggregating the agents' reputation as group beliefs, influences directly the evolution of the agents' exchange strategies, increasing the number of successful interactions and improving the agents' outcomes in interactions.
机译:社会关系通常被描述为社会交流,理解为成对的个人之间的服务交流,并由个人自己评估这些交流。社交交流已经常用于定义MAS中的交互。在社交模拟和其他MAS应用程序中出现的一个重要问题是社交交流过程的自我调节,以便代理商可以自己实现/维持交流的平衡,从而保证了互动的及时进行。 。最近,通过定义在NetLogo中实施的社交交换过程自我调节的空间和演化博弈(GSREP)解决了该问题,在该博弈中,代理随着时间推移自行发展其交换策略,进行了更加平衡和公平的互动。本文的目的是在基于BDI的MAS的背景下分析社会交流过程的自我调节问题,使GSREP游戏适应Jason特工,并介绍一种文化方面,即社会文化,聚集特工作为团体信念的声誉直接影响代理人交换策略的发展,增加成功互动的次数并改善代理人在互动中的结果。

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