Bridging Semantics and Kinematics: A Modular Framework for Zero-Shot Robotic Manipulation

This paper presents a modular training-free framework for zero-shot, language-guided robotic manipulation in semi-structured environments. The architecture bridges the gap between high-level reasoning and low-level kinematics by decomposing the vision-action pipeline into three stages: visual percep...