Muhammad Burhan Hafez


Researcher in Machine Learning and Robotics

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I am currently a New Frontiers Fellow/Tenure Track Assistant Professor of Machine Learning in the School of Electronics & Computer Science at the University of Southampton. My research lies at the intersection of machine learning, robotics, and motor neuroscience, with a focus on robot motor learning. I investigate the role of the biological principles of self-organization and intrinsic motivation and the neurocognitive mechanisms of meta-decision making, strategy selection, and adaptive integration of model-based and model-free control in enabling robots to efficiently and continually acquire new skills. My research interests include:

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