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HiBRIDGE combines strong predictive performance with a structured decision process that supports more interpretable explanations of robot behaviour, and is demonstrated to be feasible for autonomous real-time group interaction.
LLM-driven robots provide facilitation-oriented explanations for their interventions, revealing nuanced roles that shape group interactions.