RoboVLMs: What Matters in Building Vision-Language-Action Models for Generalist Robot Policies

We conduct a comprehensive empirical study with extensive experiments over different VLA design choices, and introduce a new family of VLAs, RoboVLMs, which have minimal manual designs and achieve a new state-of-the-art performance in three simulation tasks and real-world experiments.