Thai P Duong

Hamiltonian-based Neural ODE Networks on the SE(3) Manifold For Dynamics Learning and Control

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 accurate; even after careful parameter tuning. This motivates the use of machine learning techniques to approximate the…