2026
How Well Do Diffusion Policies Learn Kinematic Constraint Manifolds?
ICRA 2026poster
Diffusion policies have shown impressive results in robot imitation learning, even for tasks that require satisfaction of kinematic equality constraints. However, task performance alone is not a reliable indicator of the policy’s ability to precisely learn constraints in the training data. To invest…