My research focuses on designing structured world models for robots: rich, multisensory models of the physical world that enable robots and embodied AI systems to perceive, reason, and act just as humans are able. My work draws upon ideas from robotics, computer vision, graphics, and computational cognitive science; intertwining our understanding of the world with probabilistic inference and deep learning.