Tatiana Lopez Guevara

Graph network simulators can learn discontinuous, rigid contact dynamics

Recent years have seen a rise in techniques for modeling discontinuous dynamics, such as rigid contact or switching motion modes, using deep learning. A common claim is that deep networks are incapable of accurately modeling rigid-body dynamics without explicit modules for handling contacts, due to…