Luke Barbier

I’m a robotics and ML engineer with a particular interest in JEPA-style world models for physical interaction. I’m interested in building systems that learn predictive latent representations and use them for hierarchical planning, adaptive computation, flexible goal specification, and robust decision-making under partial observability and changing camera viewpoints. More broadly, I care about how learned world models can become reliable components of real robotic systems rather than isolated perception models.