Shuhan Wang

Current vision-language-action models falter in dynamic robotic manipulation due to limited data and poor spatiotemporal reasoning, but a new dataset and architecture close the gap.

Quadruped robots can run four times longer without overheating by baking motor temperature awareness directly into their locomotion policy.