RISE: An Efficient 3D Perception-Based Policy for Real-World Robot Manipulation

RISE, an end-to-end baseline for real-world robot imitation learning, leverages 3D perception to predict continuous robot actions directly from single-view point clouds, demonstrating significant advantages in accuracy and efficiency compared to existing 2D and 3D policies.