Bingjie Tang – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-07-25T18:19:06Z http://www.open-lab.net/blog/feed/ Bingjie Tang <![CDATA[Training Sim-to-Real Transferable Robotic Assembly Skills over Diverse Geometries]]> http://www.open-lab.net/blog/?p=85056 2024-07-25T18:19:06Z 2024-07-11T17:45:00Z Most objects in home and industrial settings consist of multiple parts that must be assembled. While human workers typically perform assembly, in certain...]]>

Most objects in home and industrial settings consist of multiple parts that must be assembled. While human workers typically perform assembly, in certain industries, such as automotive, robotic assembly is prevalent. Most of these robots are designed to perform highly repetitive tasks, dealing with specific parts in a carefully engineered setup. In high-mix, low-volume manufacturing (that is…

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Bingjie Tang <![CDATA[Transferring Industrial Robot Assembly Tasks from Simulation to Reality]]> http://www.open-lab.net/blog/?p=65580 2023-09-18T22:03:11Z 2023-05-26T19:43:54Z Simulation is an essential tool for robots learning new skills. These skills include perception (understanding the world from camera images), planning...]]>

Simulation is an essential tool for robots learning new skills. These skills include perception (understanding the world from camera images), planning (formulating a sequence of actions to solve a problem), and control (generating motor commands to change a robot’s position and orientation). Robotic assembly is ubiquitous in the automotive, aerospace, electronics…

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