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Modular Design Patterns for Hybrid Actors
arXiv - CS - Software Engineering Pub Date : 2021-09-20 , DOI: arxiv-2109.09331
André Meyer-Vitali, Wico Mulder, Maaike H. T. de Boer

Recently, a boxology (graphical language) with design patterns for hybrid AI was proposed, combining symbolic and sub-symbolic learning and reasoning. In this paper, we extend this boxology with actors and their interactions. The main contributions of this paper are: 1) an extension of the taxonomy to describe distributed hybrid AI systems with actors and interactions; and 2) showing examples using a few design patterns relevant in multi-agent systems and human-agent interaction in general and, specifically, in the manufacturing domain.

中文翻译:

混合 Actor 的模块化设计模式

最近,提出了一种具有混合 AI 设计模式的 boxology(图形语言),结合了符号和子符号学习和推理。在这篇论文中,我们用演员和他们的互动来扩展这个盒子学。本文的主要贡献是:1)扩展分类法以描述具有参与者和交互的分布式混合人工智能系统;2) 展示了使用一些与多代理系统和人机交互相关的设计模式的例子,特别是在制造领域。
更新日期:2021-09-21
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