Vincent Kurtz

Generative Predictive Control: Flow Matching Policies for Dynamic, Difficult-To-Demonstrate Tasks

Generative control policies have recently unlocked major progress in robotics. These methods produce action sequences via diffusion or flow matching, with training data provided by demonstrations. But existing methods come with two key limitations: they require expert demonstrations, which can be di…