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Ensuring Trustworthiness of Hybrid AI-Based Robotics Systems

  • Alexander Eguia,
  • Nuria Quintano,
  • Irina Marsh,
  • Michel Barreteau,
  • Jakub Główka,
  • Agnieszka Sprońska

摘要

Hybrid Artificial Intelligence (HAI) algorithms are well adapted to the industrial environment since they require significantly less data than data-driven Artificial Intelligence (AI) algorithms, matching the industry constraints. However, HAI does not fully address the issue of trust (validity, transparency, explainability, and ethics) which must be tackled to achieve world-class HAI beneficial to humans individually, organisationally, and societally. This paper focuses on describing the methods used to collect and elicit trustworthiness requirements in the European ULTIMATE project. It includes requirements register and a trustworthiness glossary of terms.