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Samiulhaq Chardiwall

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Book Open access Oct 2026

A Multimodal Cross-Attention Framework for Robot Error Detection from Bystander Reactions

To detect human-robot interaction errors, existing approaches have primarily focused on behavioural responses from individuals directly involved in the interaction, whereas reactions from external observers have received comparatively little attention. Similarly, these approaches have been limited to interactions in co...

Paul Gering, Ru-Yi Tian, Samiulhaq Chardiwall et al. · 0 citations

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