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Abstract
The trend towards industrialization and digitalization has led more and more companies to deploy robots in their manufacturing facilities. In the field of collaborative robotics, the KUKA LBR iiwa is one of the benchmark robots. To communicate these robots with different components and generate an interoperability infrastructure, the software libraries provided by Robot Operating System are now widely widespread. However, the latency that such communication between devices often generates, diminishes the potential of machine learning control techniques, such as reinforcement learning, when the robot must react swiftly in an unstructured environment. This paper presents a scalable and unified control system that supports both Robot Operating System and direct control and outperforms current control frameworks in terms of exploiting the functionalities of the KUKA LBR iiwa. The framework's documentation can be found at https://libiiwa.readthedocs.io and its source code is available on GitHub at https://github.com/Toni-SM/libiiwa.
Original language | English |
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Title of host publication | 2023 IEEE/SICE International Symposium on System Integration, SII 2023 |
Number of pages | 5 |
Publisher | IEEE |
Publication date | 15 Feb 2023 |
Article number | 10039308 |
ISBN (Print) | 979-8-3503-9869-4 |
ISBN (Electronic) | 979-8-3503-9868-7 |
DOIs | |
Publication status | Published - 15 Feb 2023 |
Event | 2023 IEEE/SICE International Symposium on System Integration, SII 2023 - Atlanta, United States Duration: 17 Jan 2023 → 20 Jan 2023 |
Conference
Conference | 2023 IEEE/SICE International Symposium on System Integration, SII 2023 |
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Country/Territory | United States |
City | Atlanta |
Period | 17/01/2023 → 20/01/2023 |
Series | Proceedings of the 2020 IEEE/SICE International Symposium on System Integration |
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ISSN | 2474-2325 |
Keywords
- Collaborative Robot
- kuka iiwa
- Reinforcement Learning (RL)
- Software libraries
- Service robots
- Operating systems
- Software
Fingerprint
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- 2 Finished
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chARmER: Assistive Robotic Disassembly System for Recycling
Hjorth, S., Chrysostomou, D., Bøgh, S., Madsen, O. & Arexolaleiba, N. A.
01/02/2020 → 01/02/2023
Project: Research
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R2P2: Networking for Research and Development of Human Interactive and Sensitive Robotics taking advantage of Additive Manufacturing
Chrysostomou, D. (PI), LI, C. (Project Participant), Arexolaleiba, N. A. (Project Participant) & Madsen, O. (Project Participant)
01/01/2020 → 31/12/2022
Project: Research