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Modular Design Patterns for Hybrid Actors

André Meyer-Vitali; Wico Mulder; Maaike H.T. de Boer
In: Cooperative AI 2021. Cooperative AI Mentorship Program Workshop, located at Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS), December 14, n.a. 2021.


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.


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