Sethu Vijayakumar
Sethu Vijayakumar
Professor of Robotics, University of Edinburgh; Programme Director at The Alan Turing Institute, UK
Verified email at - Homepage
Cited by
Cited by
Natural actor-critic
J Peters, S Vijayakumar, S Schaal
Machine Learning: ECML 2005, 280-291, 2005
Incremental online learning in high dimensions
S Vijayakumar, A D'souza, S Schaal
Neural Computation 17 (12), 2602-2634, 2005
Locally weighted projection regression: Incremental real time learning in high dimensional space
S Vijayakumar, S Schaal
Proceedings of the Seventeenth International Conference on Machine Learning …, 2000
Reinforcement learning for humanoid robotics
J Peters, S Vijayakumar, S Schaal
Proceedings of the third IEEE-RAS international conference on humanoid …, 2003
Learning inverse kinematics
A D'Souza, S Vijayakumar, S Schaal
Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and …, 2001
Using humanoid robots to study human behavior
CG Atkeson, JG Hale, F Pollick, M Riley, S Kotosaka, S Schaal, T Shibata, ...
Intelligent Systems and their Applications, IEEE 15 (4), 46-56, 2000
Scalable techniques from nonparametric statistics for real time robot learning
S Schaal, CG Atkeson, S Vijayakumar
Applied Intelligence 17 (1), 49-60, 2002
On Stochastic Optimal Control and Reinforcement Learning by Approximate Inference
K Rawlik, M Toussaint, S Vijayakumar
2012 Robotics: Science and Systems (R:SS) Conference, 2012
Hierarchical procrustes matching for shape retrieval
G McNeill, S Vijayakumar
2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006
The role of feed-forward and feedback processes for closed-loop prosthesis control
I Saunders, S Vijayakumar
Journal of neuroengineering and rehabilitation 8 (60), 60-72, 2011
On the Origins of Suboptimality in Human Probabilistic Inference
L Acerbi, S Vijayakumar, DM Wolpert
PLoS Comput Biol 10 (6), e1003661, 2014
Internal Representations of Temporal Statistics and Feedback Calibrate Motor-Sensory Interval Timing
L Acerbi, DM Wolpert, S Vijayakumar
PLOS Computational Biology 8 (11), e1002771, 2012
Robots Driven by Compliant Actuators: Optimal Control Under Actuation Constraints
DJ Braun, F Petit, F Huber, S Haddadin, P van der Smagt, A Albu-Schaffer, ...
IEEE Transactions on Robotics (IEEE T-RO) 29 (5), 1085-1101, 2013
Sequential support vector classifiers and regression
S Vijayakumar, S Wu
Proc. International Conference on Soft Computing (SOCO'99), Genoa, Italy, 1999
Real-time robot learning with locally weighted statistical learning
S Schaal, CG Atkeson, S Vijayakumar
Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference …, 2000
Overt visual attention for a humanoid robot
S Vijayakumar, J Conradt, T Shibata, S Schaal
Proceedings 2001 IEEE/RSJ International Conference on Intelligent Robots and …, 2001
Optimal variable stiffness control: formulation and application to explosive movement tasks
D Braun, M Howard, S Vijayakumar
Autonomous Robots 33 (3), 237-253, 2012
Statistical learning for humanoid robots
S Vijayakumar, A D'souza, T Shibata, J Conradt, S Schaal
Autonomous Robots 12 (1), 55-69, 2002
Multi-task gaussian process learning of robot inverse dynamics
KM Chai, S Klanke, C Williams, S Vijayakumar
Neural Information Processing Systems (NIPS 2008), 2008
Adaptive optimal feedback control with learned internal dynamics models
D Mitrovic, S Klanke, S Vijayakumar
From Motor Learning to Interaction Learning in Robots, 65-84, 2010
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