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Towards Social Identity in Socio-Cognitive Agents
arXiv - CS - Artificial Intelligence Pub Date : 2020-01-20 , DOI: arxiv-2001.07142
Diogo Rato, Samuel Mascarenhas, and Rui Prada

Current architectures for social agents are designed around some specific units of social behaviour that address particular challenges. Although their performance might be adequate for controlled environments, deploying these agents in the wild is difficult. Moreover, the increasing demand for autonomous agents capable of living alongside humans calls for the design of more robust social agents that can cope with diverse social situations. We believe that to design such agents, their sociality and cognition should be conceived as one. This includes creating mechanisms for constructing social reality as an interpretation of the physical world with social meanings and selective deployment of cognitive resources adequate to the situation. We identify several design principles that should be considered while designing agent architectures for socio-cognitive systems. Taking these remarks into account, we propose a socio-cognitive agent model based on the concept of Cognitive Social Frames that allow the adaptation of an agent's cognition based on its interpretation of its surroundings, its Social Context. Our approach supports an agent's reasoning about other social actors and its relationship with them. Cognitive Social Frames can be built around social groups, and form the basis for social group dynamics mechanisms and construct of Social Identity.

中文翻译:

在社会认知代理中走向社会认同

当前的社交代理架构是围绕一些特定的社交行为单元设计的,以应对特定的挑战。尽管它们的性能可能足以用于受控环境,但在野外部署这些代理很困难。此外,对能够与人类一起生活的自主代理的需求不断增长,需要设计更强大的社会代理,以应对不同的社会情况。我们认为,要设计这样的代理,他们的社会性和认知应该是一体的。这包括创建用于构建社会现实的机制,作为对具有社会意义的物理世界的解释,以及根据情况选择性地部署认知资源。我们确定了在为社会认知系统设计代理架构时应该考虑的几个设计原则。考虑到这些评论,我们提出了一个基于认知社会框架概念的社会认知代理模型,该模型允许代理根据其对周围环境、其社会背景的解释来适应其认知。我们的方法支持代理对其他社会参与者及其与他们的关系的推理。认知社会框架可以围绕社会群体构建,并形成社会群体动态机制和社会认同构建的基础。认知是基于对周围环境、社会背景的解释。我们的方法支持代理对其他社会参与者及其与他们的关系的推理。认知社会框架可以围绕社会群体构建,并形成社会群体动态机制和社会认同构建的基础。认知是基于对周围环境、社会背景的解释。我们的方法支持代理对其他社会参与者及其与他们的关系的推理。认知社会框架可以围绕社会群体构建,并形成社会群体动态机制和社会认同构建的基础。
更新日期:2020-01-22
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