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cs.HC2025
The Impact of Concept Explanations and Interventions on Human-Machine Collaboration
Jack Furby, Dan Cunnington, Dave Braines +1
Deep Neural Networks (DNNs) are often considered black boxes due to their opaque decision-making processes. To reduce their opacity Concept Models (CMs), such as Concept Bottleneck…
cs.HC2024
Analysing Explanation-Related Interactions in Collaborative Perception-Cognition-Communication-Action
Marc Roig Vilamala, Jack Furby, Julian de Gortari Briseno +3
Effective communication is essential in collaborative tasks, so AI-equipped robots working alongside humans need to be able to explain their behaviour in order to cooperate effecti…