Simulation-to-real transfer of mobile manipulator control using NVIDIA Omniverse

As we enter an era dominated by evolving technologies, robotics is often at the forefront, advancing technologies across various industries. The emergence of high-fidelity simulation platforms, such as Nvidia Isaac Sim, has provided researchers and developers with tools to prototype, test and refine...

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Main Author: Ng, Chun Lin
Other Authors: Chen I-Ming
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/177899
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1778992024-06-03T08:22:24Z Simulation-to-real transfer of mobile manipulator control using NVIDIA Omniverse Ng, Chun Lin Chen I-Ming School of Mechanical and Aerospace Engineering MICHEN@ntu.edu.sg Engineering As we enter an era dominated by evolving technologies, robotics is often at the forefront, advancing technologies across various industries. The emergence of high-fidelity simulation platforms, such as Nvidia Isaac Sim, has provided researchers and developers with tools to prototype, test and refine robotics algorithms in virtual environments. This study will explore the use of Nvidia Omniverse Isaac Sim for simulation-to-real transfer of mobile manipulators. It will also examine Isaac Sim's capabilities and determine its suitability as a complete simulation package for robotics. By utilising Isaac Sim alongside a real robot, this study hopes to demonstrate the capability for the sim-to-real transfer of Isaac Sim. Bachelor's degree 2024-06-03T08:22:23Z 2024-06-03T08:22:23Z 2024 Final Year Project (FYP) Ng, C. L. (2024). Simulation-to-real transfer of mobile manipulator control using NVIDIA Omniverse. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/177899 https://hdl.handle.net/10356/177899 en C023 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering
spellingShingle Engineering
Ng, Chun Lin
Simulation-to-real transfer of mobile manipulator control using NVIDIA Omniverse
description As we enter an era dominated by evolving technologies, robotics is often at the forefront, advancing technologies across various industries. The emergence of high-fidelity simulation platforms, such as Nvidia Isaac Sim, has provided researchers and developers with tools to prototype, test and refine robotics algorithms in virtual environments. This study will explore the use of Nvidia Omniverse Isaac Sim for simulation-to-real transfer of mobile manipulators. It will also examine Isaac Sim's capabilities and determine its suitability as a complete simulation package for robotics. By utilising Isaac Sim alongside a real robot, this study hopes to demonstrate the capability for the sim-to-real transfer of Isaac Sim.
author2 Chen I-Ming
author_facet Chen I-Ming
Ng, Chun Lin
format Final Year Project
author Ng, Chun Lin
author_sort Ng, Chun Lin
title Simulation-to-real transfer of mobile manipulator control using NVIDIA Omniverse
title_short Simulation-to-real transfer of mobile manipulator control using NVIDIA Omniverse
title_full Simulation-to-real transfer of mobile manipulator control using NVIDIA Omniverse
title_fullStr Simulation-to-real transfer of mobile manipulator control using NVIDIA Omniverse
title_full_unstemmed Simulation-to-real transfer of mobile manipulator control using NVIDIA Omniverse
title_sort simulation-to-real transfer of mobile manipulator control using nvidia omniverse
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/177899
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