Yuval Marom

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About

Yuval Marom’s research lies at the intersection of social learning, cognitive robotics, and human-robot interaction, with a focus on how agents—both biological and artificial—develop socially mediated skills. His most influential work, “Experiments with a Social Learning Model” (2001, 12 citations), introduces a system that models perception-action coupling through imitation and attention, demonstrating how an agent’s experience is shaped by observing an expert. This foundational study explores how physical entities become anchored to perceptual representations and the actions they afford, a concept further developed in his 2001 paper on perception-action coupling (6 citations). Marom’s 2002 paper, “Towards a Mirror System for the Development of Socially-Mediated Skills” (3 citations), models the functional role of mirror neurons, showing how perceptual and motor structures emerge through social situatedness and innate skills. His later work, “Considering multiple options when interpreting spoken utterances” (2007, 2 citations), extends this to spoken language interpretation for robot-mounted dialogue systems, using conceptual graphs for robust performance. With a cumulative impact of over 20 citations across these key papers, Marom’s contributions are notable for bridging imitation learning, attention mechanisms, and language processing, offering a unified framework for developing socially intelligent robots. His work continues to inspire researchers in developmental robotics and cognitive science.