Port-Hamiltonian Neural ODE Networks on Lie Groups For Robot Dynamics Learning and Control

Thai Duong, Abdullah Altawaitan, Jason Stanley +1

Accurate models of robot dynamics are critical for safe and stable control and generalization to novel operational conditions. Hand-designed models, however, may be insufficiently…