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CDC
2010
IEEE
170views Control Systems» more  CDC 2010»
14 years 4 months ago
Motion planning with hybrid dynamics and temporal goals
In this paper, we consider the problem of motion planning for mobile robots with nonlinear hybrid dynamics, and high-level temporal goals. We use a multi-layered synergistic framew...
Amit Bhatia, Lydia E. Kavraki, Moshe Y. Vardi
EH
1999
IEEE
127views Hardware» more  EH 1999»
15 years 2 months ago
A System for Intrinsic Evolution of Linear and Non-Linear Filters
A system for exploring intrinsic evolution of linear and non-linear filter systems is described. It consists of a testbed topology of operational amplifiers and linear or non-line...
Stuart J. Flockton, Kevin Sheehan
AUTOMATICA
2006
78views more  AUTOMATICA 2006»
14 years 10 months ago
Stabilizing decentralized model predictive control of nonlinear systems
This note presents a stabilizing decentralized model predictive control (MPC) algorithm for nonlinear discrete time systems. No information is assumed to be exchanged between loca...
L. Magni, Riccardo Scattolini
SCL
2008
66views more  SCL 2008»
14 years 9 months ago
Practical encoders for controlling nonlinear systems under communication constraints
We introduce a new class of dynamic encoders for continuous-time nonlinear control systems which update their parameters only at discrete times. We prove that the information reco...
Claudio De Persis, Dragan Nesic
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, ...