Machine Heart

Sep 25, 2026 · Artificial Intelligence

AdaRoboVLG: Task-Adaptive Vision-Language Grasping for Diverse Robot Hands

AdaRoboVLG introduces a modular framework that decouples task understanding from grasp synthesis, using composable foundation model priors to generate stable, task-appropriate grasps across different robot hands, validated on multiple benchmarks and real-world cluttered and dynamic scenes.