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ICRA
2002
IEEE
136views Robotics» more  ICRA 2002»
15 years 2 months ago
Motion Dynamics of a Rover with Slip-Based Traction Model
This paper investigates kinetic behavior of a planetary rover with attention to tire-soil traction mechanics and articulated body dynamics, and thereby study the control when the ...
Kazuya Yoshida, Hiroshida Hamano
CAINE
2003
14 years 11 months ago
A Fuzzy Logic Based Multiple Reference Model Adaptive Control
This paper presents a fuzzy logic approach for switching multiple reference models, within the Model Reference Adaptive Control (MRAC) framework, in response to major changes in t...
Sukumar Kamalasadan, Adel A. Ghandakly, Khalid S. ...
ROBOCUP
1998
Springer
128views Robotics» more  ROBOCUP 1998»
15 years 1 months ago
A Multi-Level Constraint-Based Controller for the Dynamo98 Robot Soccer Team
Abstract. Constraint Nets provide a semantic model for modeling hybrid dynamic systems. Controllers are embedded constraint solvers that solve constraints in real-time. A controlle...
Yu Zhang, Alan K. Mackworth
NECO
2002
105views more  NECO 2002»
14 years 9 months ago
Multiple Model-Based Reinforcement Learning
We propose a modular reinforcement learning architecture for non-linear, nonstationary control tasks, which we call multiple model-based reinforcement learning (MMRL). The basic i...
Kenji Doya, Kazuyuki Samejima, Ken-ichi Katagiri, ...
IJCNN
2000
IEEE
15 years 2 months ago
Predictive Multiple Model Switching Control with the Self-Organizing Map
—A predictive, multiple model control strategy is developed by extension of self-organizing map (SOM) local dynamic modeling of nonlinear autonomous systems to a control framewor...
Mark A. Motter