Generative AI

Collaborative Learning and Adaptive Robots (CLeAR) Lab.

Below, you’ll find our contributions to generative modeling/AI and their applications (typically in robotics). At CLeAR, we have developed new deep generative models that are based on gradient flows and structured temporal models that can capture complex relationships, yet are interpretable and useful for planning and decision-making.