Multi-Group Equivariant Augmentation for Reinforcement Learning in Robot Manipulation

Hongbin Lin, Juan Rojas, Kwok Wai Samuel Au

Sampling efficiency is critical for deploying visuomotor learning in real-world robotic manipulation. While task symmetry has emerged as a promising inductive bias to improve effic…