Empowering Agents with Empathy – a Conceptual Framework for Enhancing Agent-Based Self-Organizing Production

This paper introduces a conceptual framework for empathy-inspired self-organizing production systems to address the increasing complexity in manufacturing under VUCA and BANI conditions. By integrating the bio-inspired mechanism of empathy, the framework enhances adaptive capabilities of multi-agent systems, enabling agents to handle incomplete data, align local decisions with global objectives, and foster cooperative behavior. The 3E principle – empathetic perception, reasoning, and decision-making – is operationalized for enhancing agent properties. This approach aims to overcome current challenges in self-organizing production, providing a foundation for future innovations in resilient, efficient, and adaptive manufacturing systems while bridging the gap between theory and industrial application.

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Publication Details

Journal
IFAC-PapersOnLine
Published
2025-01-01
DOI
https://doi.org/10.1016/j.ifacol.2025.09.192
Primary Topic
Evolutionary Game Theory and Cooperation
Type
article
Field-Weighted Citation Impact
0.00
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article

Empowering Agents with Empathy – a Conceptual Framework for Enhancing Agent-Based Self-Organizing Production

Sebastian Häberer, Melanie Rentzsch
IFAC-PapersOnLine
Evolutionary Game Theory and Cooperation
article

Empowering Agents with Empathy – a Conceptual Framework for Enhancing Agent-Based Self-Organizing Production

Sebastian Häberer, Melanie Rentzsch
article en

Abstract

This paper introduces a conceptual framework for empathy-inspired self-organizing production systems to address the increasing complexity in manufacturing under VUCA and BANI conditions. By integrating the bio-inspired mechanism of empathy, the framework enhances adaptive capabilities of multi-agent systems, enabling agents to handle incomplete data, align local decisions with global objectives, and foster cooperative behavior. The 3E principle – empathetic perception, reasoning, and decision-making – is operationalized for enhancing agent properties. This approach aims to overcome current challenges in self-organizing production, providing a foundation for future innovations in resilient, efficient, and adaptive manufacturing systems while bridging the gap between theory and industrial application.

IFAC-PapersOnLineVol. 59(10)
Fraunhofer Institute for Factory Operation and Automation (DE)
Openalex Percentile: Top 65%
Evolutionary Game Theory and Cooperation
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Empowering Agents with Empathy – a Conceptual Framework for Enhancing Agent-Based Self-Organizing Production — Sebastian Häberer, Melanie Rentzsch · IFAC-PapersOnLine (2025) | TGRS Research Map | TGRS