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» Neural predictive control for a car-like mobile robot
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ICRA
2009
IEEE
151views Robotics» more  ICRA 2009»
13 years 5 months ago
Surface identification using simple contact dynamics for mobile robots
This paper describes an approach to surface identification in the context of mobile robotics, applicable to supervised and unsupervised learning. The identification is based on ana...
Philippe Giguère, Gregory Dudek
RAS
2007
186views more  RAS 2007»
13 years 7 months ago
Tracking-error model-based predictive control for mobile robots in real time
In this paper, a model-predictive trajectory-tracking control applied to a mobile robot is presented. Linearized tracking-error dynamics is used to predict future system behavior ...
Gregor Klancar, Igor Skrjanc
ICRA
2007
IEEE
147views Robotics» more  ICRA 2007»
14 years 2 months ago
Neural Reinforcement Learning Controllers for a Real Robot Application
— Accurate and fast control of wheel speeds in the presence of noise and nonlinearities is one of the crucial requirements for building fast mobile robots, as they are required i...
Roland Hafner, Martin Riedmiller
ROBOCUP
2005
Springer
112views Robotics» more  ROBOCUP 2005»
14 years 1 months ago
Velocity Control of an Omnidirectional RoboCup Player with Recurrent Neural Networks
In this paper, a recurrent neural network is used to develop a dynamic controller for mobile robots. The advantage of the control approach is that no knowledge about the robot mode...
Mohamed Oubbati, Michael Schanz, Thorsten Buchheim...
ICRA
2002
IEEE
105views Robotics» more  ICRA 2002»
14 years 27 days ago
Integrated Planning and Control of Mobile Robot with Self-Organizing Neural Network
— Despite the many significant advances made in robotics research, few works have focused on the tight integration of task planning and motion control. Most integration works in...
Kian Hsiang Low, Wee Kheng Leow, Marcelo H. Ang