Qi Liu

AnchorVLA: Bridging Discrete Decisions and Continuous Trajectories for Vision-Language-Action Planning

AnchorVLA is proposed, a hierarchical decision-anchored VLA planning framework that uses trajectory-pattern anchors as an explicit interface between high-level VLA reasoning and continuous trajectory execution and preserves LLM-based decision making while improving inference efficiency, semantic-action alignment, and continuous generation flexibility.