X-Planner: Event-Structured Task Planning for Embodied Intelligence

Howard Lu, Shalfun Li, Porter Pan +30

Task planning bridges high-level instructions and executable behavior in long-horizon manipulation, yet modern Vision-Language-Action (VLA) systems often leave this intermediate st…