ContactNets: Learning Discontinuous Contact Dynamics with Smooth, Implicit Representations

Samuel Pfrommer, Mathew Halm, Michael Posa

Common methods for learning robot dynamics assume motion is continuous, causing unrealistic model predictions for systems undergoing discontinuous impact and stiction behavior. In…