Sanctuary AI Touts Reinforcement Learning Success for Dexterous Robot Hand Manipulation

Published
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Sanctuary AI has showcased its advanced robotic hand, featuring hydraulically actuated five fingers, successfully executing in-hand object reorientation. This demonstration took place recently, highlighting the company's innovative approach to robotics. The robotic hand utilized a reinforcement learning policy that was initially trained in a simulated environment, achieving a notable sim-to-real transfer even when subjected to an unexpected load of 500 grams. Sanctuary AI credits this accomplishment to its proprietary reinforcement learning techniques and the sophisticated design of its high-degree-of-freedom hand hardware, marking a significant milestone in the development of robotic manipulation capabilities.

Original report

Sanctuary AI Touts Reinforcement Learning Success for Dexterous Robot Hand Manipulation

HumanoidsDaily · [email protected] (Humanoids Daily Staff)
Read at HumanoidsDaily

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