Kwang-Ki Kim

Effects of SO(3) Action Representations on Observation-based Imitation Learning for Robotic Manipulation

This study examines how 3D rotation action representations affect observation-based imitation learning for robotic manipulation. In behavioral cloning from observation (BCO), expert actions are unavailable, so an inverse dynamics model (IDM) estimates pseudo-actions from consecut...