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ICRA
2007
IEEE
148views Robotics» more  ICRA 2007»
14 years 10 days ago
Simple, Robust Autonomous Grasping in Unstructured Environments
—The inherent uncertainty associated with unstructured grasping tasks makes establishing a successful grasp difficult. Traditional approaches to this problem involve hands that a...
Aaron M. Dollar, Robert D. Howe
ICCS
2007
Springer
14 years 5 days ago
Towards Real-Time Distributed Signal Modeling for Brain-Machine Interfaces
New architectures for Brain-Machine Interface communication and control use mixture models for expanding rehabilitation capabilities of disabled patients. Here we present and test ...
Jack DiGiovanna, Loris Marchal, Prapaporn Rattanat...
ESANN
2008
13 years 7 months ago
Learning Inverse Dynamics: a Comparison
While it is well-known that model can enhance the control performance in terms of precision or energy efficiency, the practical application has often been limited by the complexiti...
Duy Nguyen-Tuong, Jan Peters, Matthias Seeger, Ber...
DATE
2005
IEEE
118views Hardware» more  DATE 2005»
13 years 11 months ago
An Iterative Algorithm for Battery-Aware Task Scheduling on Portable Computing Platforms
In this work we consider battery powered portable systems which either have Field Programmable Gate Arrays (FPGA) or voltage and frequency scalable processors as their main proces...
Jawad Khan, Ranga Vemuri
ECML
2005
Springer
13 years 11 months ago
Natural Actor-Critic
This paper investigates a novel model-free reinforcement learning architecture, the Natural Actor-Critic. The actor updates are based on stochastic policy gradients employing Amari...
Jan Peters, Sethu Vijayakumar, Stefan Schaal