Modern robotic systems increasingly require the integration of heterogeneous interaction modalities and adaptive decision-making capabilities. However, many existing approaches remain loosely coupled and lack a unified architectural perspective. This paper presents an architectural approach for multimodal robot control grounded in distributed collective intelligence. The architecture is organized as a set of interacting autonomous components whose coordination enables the emergence of coherent robot behavior. By framing multimodal interaction and control as a collective process supporting distributed decision-making across modalities, the approach aligns with principles of self-adaptive systems and task-specific collective intelligence. We present the architectural design, its methodological foundations, and its implications for distributed intelligent systems.
An Architectural Approach for Multimodal Robot Control
Cicirelli, Franco;Gentile, Antonio Francesco;Guerrieri, Antonio;Islam, Md Babul;Li, Qimeng;Oro, Ermelinda;Rizzo, Luigi;Vinci, Andrea;Zicari, Paolo
2026
Abstract
Modern robotic systems increasingly require the integration of heterogeneous interaction modalities and adaptive decision-making capabilities. However, many existing approaches remain loosely coupled and lack a unified architectural perspective. This paper presents an architectural approach for multimodal robot control grounded in distributed collective intelligence. The architecture is organized as a set of interacting autonomous components whose coordination enables the emergence of coherent robot behavior. By framing multimodal interaction and control as a collective process supporting distributed decision-making across modalities, the approach aligns with principles of self-adaptive systems and task-specific collective intelligence. We present the architectural design, its methodological foundations, and its implications for distributed intelligent systems.| File | Dimensione | Formato | |
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