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Explainable perception in robotics refers to the ability to provide clear explanations for the decision-making processes underlying sensory processing in robotic systems. It aims to enhance transparency, trust, and interpretability in the interactions between robots and humans by making the reasoning behind robotic actions understandable and interpretable.