Failure Prediction at Runtime for Generative Robot Policies

Ralf Römer, Adrian Kobras, Luca Worbis +1

Imitation learning (IL) with generative models, such as diffusion and flow matching, has enabled robots to perform complex, long-horizon tasks. However, distribution shifts from un…