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» Modular Learning Schemes for Visual Robot Control
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IJRR
2008
186views more  IJRR 2008»
13 years 5 months ago
Automated Design of Adaptive Controllers for Modular Robots using Reinforcement Learning
Designing distributed controllers for self-reconfiguring modular robots has been consistently challenging. We have developed a reinforcement learning approach which can be used bo...
Paulina Varshavskaya, Leslie Pack Kaelbling, Danie...
ICRA
2003
IEEE
135views Robotics» more  ICRA 2003»
13 years 10 months ago
Robodaemon -a device independent, network-oriented, modular mobile robot controller
Abstract— We discuss a software environment for multirobot, multi-platform mobile robot control and simulation. Like others, we have observed that mobile robotics research is gre...
Gregory Dudek, Robert Sim
ICRA
2009
IEEE
109views Robotics» more  ICRA 2009»
14 years 1 days ago
Self-adapting modular robotics: A generalized distributed consensus framework
Abstract— Biological systems achieve amazing adaptive behavior with local agents performing simple sensing and actions. Modular robots with similar properties can potentially ach...
Chih-Han Yu, Radhika Nagpal
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
KES
1998
Springer
13 years 9 months ago
Intelligent control with the growing competitive linear local mapping neural network for robotic hand-eye coordination
Several intelligent features are embedded in the Growing Competitive Linear Local Mapping Neural Network. They result in an adaptive, fast-learning, very efficient control scheme, ...
Andrei Cimponeriu, Hubert Kihl