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» Control of an omnidirectional mobile robot
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IROS
2006
IEEE
190views Robotics» more  IROS 2006»
14 years 3 months ago
Q-RAN: A Constructive Reinforcement Learning Approach for Robot Behavior Learning
Abstract— This paper presents a learning system that uses Qlearning with a resource allocating network (RAN) for behavior learning in mobile robotics. The RAN is used as a functi...
Jun Li, Achim J. Lilienthal, Tomás Mart&iac...
IROS
2006
IEEE
160views Robotics» more  IROS 2006»
14 years 3 months ago
Bounding Gait in a Hybrid Wheeled-Leg Robot
— This paper discusses the first implementation of a dynamically stable bounding gait on a hybrid wheeled-leg robot. Design of the robot is reviewed and the controllers which al...
James Andrew Smith, Inna Sharf, Michael Trentini
EH
2005
IEEE
158views Hardware» more  EH 2005»
14 years 3 months ago
Hardware Evolution of Analog Circuits for In-situ Robotic Fault-Recovery
We present a method for evolving and implementing artificial neural networks (ANNs) on Field Programmable Analog Arrays (FPAAs). These FPAAs offer the small size and low power usa...
Dmitry Berenson, Nicolás S. Estévez,...
KES
2006
Springer
13 years 9 months ago
Robust Positioning a Mobile Robot with Active Beacon Sensors
With the development of service robots and with the emerging concept of the ubiquitous world, localization of a mobile robot has become a popular issue. Even though several localiz...
JaeMu Yun, SungBu Kim, JangMyung Lee
GECCO
1999
Springer
111views Optimization» more  GECCO 1999»
14 years 2 months ago
Evolving a behavior-based control architecture- From simulations to the real world
Genetic programming makes it possible to automatically search the space of possible programs. First we evolved a behavior-based control architecture using computer simulations. Th...
Marc Ebner, Andreas Zell