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ESANN
2003
13 years 8 months ago
Evolved Neurodynamics for Robot Control
Small recurrent neural network with two and three neurons are able to control autonomous robots showing obstacle avoidance and photo-tropic behaviors. They have been generated by e...
Frank Pasemann, Martin Hülse, Keyan Zahedi
IROS
2007
IEEE
119views Robotics» more  IROS 2007»
14 years 1 months ago
Dimensionality reduction for hand-independent dexterous robotic grasping
— In this paper, we build upon recent advances in neuroscience research which have shown that control of the human hand during grasping is dominated by movement in a configurati...
Matei T. Ciocarlie, Corey Goldfeder, Peter K. Alle...
ANTSW
2010
Springer
13 years 5 months ago
Cooperation in a Heterogeneous Robot Swarm through Spatially Targeted Communication
Abstract. We consider a heterogeneous swarm robotic system composed of wheeled and aerial robots called foot-bots and eye-bots, respectively. The foot-bots are able to physically c...
Nithin Mathews, Anders Lyhne Christensen, Rehan O'...
IROS
2006
IEEE
113views Robotics» more  IROS 2006»
14 years 1 months ago
Policy Gradient Methods for Robotics
— The aquisition and improvement of motor skills and control policies for robotics from trial and error is of essential importance if robots should ever leave precisely pre-struc...
Jan Peters, Stefan Schaal
ICRA
2010
IEEE
116views Robotics» more  ICRA 2010»
13 years 5 months ago
Using logic to handle conflicts between system, component, and infrastructure goals in complex robotic architectures
Abstract-- Complex robots with many interacting components in their control architectures are subject to component failures from which neither the control architecture nor the impl...
Paul W. Schermerhorn, Matthias Scheutz