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IPAB
Informatics
U. Edinburgh
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 Professor Sethu
Vijayakumar FRSE holds a
Personal Chair in Robotics
within the
School of Informatics at the University
of Edinburgh and is the Director of the
Edinburgh Centre for
Robotics. Since 2007, he is the
Microsoft/Royal
Academy of Engineering Senior Research Fellow in Learning Robotics.
He also holds additional appointments as an
Adjunct
Faculty of the
University of Southern California(USC), Los
Angeles, a Visiting Research Scientist
at the
ATR
Computational Neuroscience Labs,
Kyoto-Japan
and the
RIKEN
Brain Science Institute,
Tokyo. He has a Ph.D.('98) in Computer Science and Engineering from
the Tokyo Institute of Technology.
Prof. Vijayakumar previously held the position of
the Director of IPAB
(2005-2015), Reader (2007-2010) and Lecturer (2003-2007) at the
University of Edinburgh, a Research Assistant Professor
('01-'03) at USC and a Staff Scientist ('98-'00) at the
RIKEN Brain Science Institute. His research
interest spans a broad interdisciplinary curriculum involving basic research
in the fields of robotics, statistical machine learning, motor control,
planning and optimization in autonomous systems and computational neuroscience. See here
for a list of his
publications. Sethu is a keen science communicator and in recent
years, has been active in conceptualising, producing and presenting
several public outreach events
to engage with the general public and children on all things science and
engineering. He is a Fellow of the Royal Society
of Edinburgh and the winner of the 2015 Tam Dalyell Prize
for Excellence in Engaging the Public with Science.
He is the
judge on the latest edition of
BBC Robot Wars, a hugely popular technology show as well as
involved with the
launch of the BBC micro:bit coding initiative.
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Studentships: Are you passionate
about Robotics? Interested in a fully funded PhD with us on topics such
as Machine Learning for Robotics, Humanoid and
Anthropomorphic Robot planning, sensing and control,
Prosthetics and Human Motor Control? Would you like to work
on exciting robotic platforms such as the
UoE-NASA Valkyrie Humanoid?
[BBC World Service
interview] [Prospective PhD Students apply
here -- fully funded 4-year studentships]
June 2014: Our paper 'Robots Driven by Compliant Actuators:
Optimal Control under Actuation Constraints' has been awarded the
2013 IEEE Transactions on Robotics Best Paper Award [News] [Paper] [IEEE
site]
Recent Keynotes: Invited Keynotes at
Royal Society in November 2015 [link],
Intelligent Machines 2015 in Nijmegen in March 2015,
Institute of Advanced
Studies, Hong Kong program on
Computational
Neuroscience and AI and their
UG colloquium in April 2015 and the TEDx Edinburgh
talk on Shared Autonomy in Robotics in Feb 2015.
Edinburgh Centre for Robotics (2014): I direct our new
Centre for Excellence in
Robotics at Edinburgh, in collaboration with Heriot-Watt
University, secured through a £11.5M investment from EPSRC [news]
[EPSRC
announcement] that includes the EPSRC Centre for Doctoral
Training (CDT) in Robotics and Autonomous Systems to train
over 65 PhD students in the area [news].
[BBC
News Coverage of ECR, March 2015]
Conferences: I was the publicity chair for the
R:SS 2015 in Rome.
I have served as the Program/Area Chairs for various editions of R:SS,
NIPS and ICML.
Outreach: I recently (September 2015) spoke at
the
Our Changing World lecture series.
I delivered the
Alan Turing Centenary Lecture as part of
Science Alive Hong Kong organized by
British Council, Hong Kong
Education Bureau and Hong Kong
Science Museum.
[link]
Our research has been featured on the
EPSRC website [1,2], on the BBC Bang Goes the Theory
programme and on the British Council
Research
webpages. More on media coverage and the outreach
activities here including the inaugural
lecture of Edinburgh International Science Festival 2009 with ASIMO!
2007: I have been
awarded the Microsoft/Royal Academy of Engineering Senior
Research Fellowship.
Check out our research home since June 2008: The
Informatics Forum, in this
video.
Edinburgh beautiful
sights!
Details
of
my research group, the Statistical Learning & Motor Control
(SLMC) lab can be accessed
here. |
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Selected Publications (for full list, see
here)
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David Braun, Florian Petit, Felix Huber, Sami Haddadin, Patrick van der
Smagt, Alin Albu-Schäffer and Sethu Vijayakumar,
Robots Driven by Compliant Actuators: Optimal Control under Actuation
Constraints,
IEEE Transactions on Robotics (IEEE T-RO), 29(5), pp. 1085-1101 (2013). [pdf]
[2013
IEEE Transactions on Robotics Best Paper
Award]-
Konrad Rawlik, Marc
Toussaint and Sethu Vijayakumar,
On Stochastic Optimal Control and Reinforcement Learning by Approximate
Inference,
Proc. Robotics: Science and Systems (R:SS 2012), Sydney, Australia
(2012). [pdf]
[R:SS 2012
Best Paper
Award Runner-up]-
Sethu Vijayakumar,
Aaron D'Souza and Stefan Schaal,
Incremental Online Learning in High Dimensions,
Neural Computation, vol. 17, no. 12, pp. 2602-2634 (2005).
[pdf] [LWPR
software] [see next for usage guide]-
Stefan Klanke, Sethu Vijayakumar and Stefan Schaal, A Library for Locally Weighted Projection Regression,
Journal of Machine Learning Research (JMLR), vol. 9, pp. 623--626 (2008).
[pdf][DOI]-
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