LoopVLA: cross-subtask event memory for looped task execution
WeaveLA introduces a cross-subtask memory interface for Vision-Language-Action (VLA) policies to handle repetitive manipulation tasks. It routes information between sub-tasks by summarizing completed segments into latent tokens at sub-goal completion events. This method significantly boosts success rates on tasks requiring cross-subtask dependencies, proving the mechanism is task-specific and effective.