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IROS
2006
IEEE
113views Robotics» more  IROS 2006»
13 years 11 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
AR
2002
157views more  AR 2002»
13 years 5 months ago
Acquiring state from control dynamics to learn grasping policies for robot hands
Abstract--A prominent emerging theory of sensorimotor development in biological systems proposes that control knowledge is encoded in the dynamics of physical interaction with the ...
Roderic A. Grupen, Jefferson A. Coelho Jr.
IJCNN
2006
IEEE
13 years 11 months ago
Reinforcement Learning for Platform-Independent Visual Robot Control
—This paper proposes a new architecture for robot control. A test scenario is outlined to test the proposed system and enable a comparison with an existing system, which is able ...
David Muse, Kevin Burn, Stefan Wermter
ICRA
2008
IEEE
166views Robotics» more  ICRA 2008»
13 years 12 months ago
Adaptive cooperative manipulation with intermittent contact
Abstract— Cooperative manipulation with multiple, independent agents can be complicated by changing dynamics as the agents come in and out of contact with the object they are man...
Todd D. Murphey, Matanya Horowitz