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Architecture of a Cyberphysical Avatar (2012)
Song Han, Aloysius K. Mok, Jianyong Meng, Yi-Hung Wei, Pei-Chi Huang, Xiuming Zhu, Luis Sentis, Kan Suk Kim,
Risto Miikkulainen
, and Jacob Menashe
This paper introduces the concept of a cyberphysical avatar which is defined to be a semi-autonomous robotic system that adjusts to an unstructured environment and performs physical tasks subject to critical timing constraints while under human supervision. Cyberphysical avatar integrates the recent advance in three technologies: body-compliant control in robotics, neuroevolution in machine learning and QoS guarantees in real-time communication. Body-compliant control is essential for operator safety since cyberphysical avatars perform cooperative tasks in close proximity to humans. Neuroevolution technique is essential for ”programming” cyberphysical avatars inasmuch as they are to be used by non-experts for a large array of tasks, some unforeseen, in an unstructured environment. QoS-guaranteed real-time communication is essential to provide predictable, bounded-time response in human-avatar interaction. By integrating these technologies, we have built a prototype cyberphysical avatar testbed.
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Citation:
In
Proceedings of the International Workshop on Real-Time and Distributed Computing in Emerging Applications (REACTION)
, 2012.
Bibtex:
@inproceedings{han:reaction12, title={Architecture of a Cyberphysical Avatar}, author={Song Han and Aloysius K. Mok and Jianyong Meng and Yi-Hung Wei and Pei-Chi Huang and Xiuming Zhu and Luis Sentis and Kan Suk Kim and Risto Miikkulainen and Jacob Menashe}, booktitle={Proceedings of the International Workshop on Real-Time and Distributed Computing in Emerging Applications (REACTION)}, url="http://nn.cs.utexas.edu/?han:reaction12", year={2012} }
People
Risto Miikkulainen
Faculty
risto [at] cs utexas edu
Projects
Learning Strategic Behavior in Sequential Decision Tasks
2009 - 2014
Areas of Interest
Evolutionary Computation
Neuroevolution
Robotics
Applications