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Robotics

76 summarised stories about Robotics, each linking back to the original source. Browse all topics →

Wednesday, 17 June 2026

From the Hugging Face Hub to robot hardware with Strands Agents and LeRobot

Hugging Face Blog 4 weeks ago

Strands Robots, an open-source AWS SDK, integrates LeRobot datasets and policies into a single agent that orchestrates robot tasks from recording demonstrations through hardware deployment. The integration uses a shared LeRobotDataset format across simulation and physical hardware, allowing identical on-disk data structures whether captured in MuJoCo or on a physical SO-101 robot. A single agent workflow can record demonstrations, train policies, test in simulation, and deploy to physical robots or coordinate multiple robots through a mesh network with only keyword argument changes between modes.

MolmoMotion: Language-guided 3D motion forecasting

Allen Institute (AI2) 4 weeks ago

Researchers released MolmoMotion, a model that predicts how 3D points on objects will move in the future based on video frames and language instructions describing actions. The model achieved 0.109 meters average displacement error on the PointMotionBench benchmark, outperforming existing forecasting methods. The model and accompanying datasets enable applications in robot manipulation planning and controllable video generation.