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Ginevra Castellano

2 accepted papers

2026

Lightweight Visual Reasoning for Socially-Aware Robots

ICRA 2026poster

Robots operating in shared human environments must not only navigate, interact, and detect their surroundings, they must also interpret and respond to dynamic, and often unpredictable, human behaviours. Although recent advances have shown promise in enhancing robotic perception and instruction-follo…

2019

Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction

IROS 2019poster

In socially assistive robotics, an important research area is the development of adaptation techniques and their effect on human-robot interaction. We present a meta-learning based policy gradient method for addressing the problem of adaptation in human-robot interaction and also investigate its rol…

Cited by 33SourceScholar