Pengchao Wang

Video Prediction Policy: A Generalist Robot Policy with Predictive Visual Representations

Visual representations play a crucial role in developing generalist robotic policies. Previous vision encoders, typically pre-trained with single-image reconstruction or two-image contrastive learning, tend to capture static information, often neglecting the dynamic aspects vital for embodied tasks.…