When Absolute State Fails: Evaluating Proprioceptive Encodings for Robust Manipulation

As end-to-end robotic policies are progressively deployed in the real world to solve real tasks, they face a gap between the training and inference conditions. Scaling the amount and diversity of the training data has shown some success in improving zero-shot generalization, yet robots still fail wh...