See Selectively, Act Adaptively: Dual-Level Structural Decomposition for Bimanual Robot Manipulation

In bimanual robotic manipulation, task-relevant visual information varies with the task stage and context, while the interaction of the two arms shifts between independent and coordinated modes, making policy learning challenging. However, existing monolithic Vision-Language-Action (VLA) policies pr...