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Updated , rescanned every two hoursWednesday, October 28, 2026

89 upvotes

New model adds physics to robot instruction following

VideoRobotics

PDRVLA: A Vision-Language-Action Model with Physical Dynamics Representations: preview

What is PDRVLA: A Vision-Language-Action Model with Physical Dynamics Representations?

PDRVLA is a Vision-Language-Action system that learns physical dynamics so it can predict how objects will move while following language commands. By avoiding costly video generation, it keeps the control loop fast enough for real-time robot actions.

Who it is for

Robotics developers and researchers can use it to build more responsive robots that understand the physics of their environment.

How to try it

Open the paper on Hugging Face: https://huggingface.co/papers/2610.37381

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