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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Giulio Campagna

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2 papers indexed here

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Open access Aug 2026

A multi-modal model for trust evaluation in industrial human–robot collaboration

A multi-modal, data-driven machine learning model for classifying behavioral patterns associated with distinct trust states under controlled trust-inducing conditions is introduced and demonstrates the effectiveness of multi-modal behavior analysis and sensor data fusion for accurate trust classification in human–robot...

Giulio Campagna, Dimitrios Chrysostomou, Matthias Rehm · 0 citations
Open access 2026

How to Train for Industry 5.0? A Comparative Study of Training Strategies for Novice Operators of Collaborative Robots

As Industry 5.0 emphasizes a human-centric manufacturing paradigm, effective training of operators for Human-Robot Collaboration is increasingly important. This study compares three pedagogically distinct training strategies, namely Imitation Learning, Cognitive Apprenticeship, and Self-Regulated Learning, to evaluate...

Giulio Campagna, Dimitrios Chrysostomou, A. Lassen · 0 citations

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