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» Adaptive control for nonlinear nonnegative dynamical systems
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NIPS
2007
13 years 9 months ago
Receding Horizon Differential Dynamic Programming
The control of high-dimensional, continuous, non-linear dynamical systems is a key problem in reinforcement learning and control. Local, trajectory-based methods, using techniques...
Yuval Tassa, Tom Erez, William D. Smart
ISNN
2004
Springer
14 years 29 days ago
Robust Adaptive Control Using Neural Networks and Projection
Abstract. By using differential neural networks, we present a novel robust adaptive controller for a class of unknown nonlinear systems. First, dead-zone and projection techniques...
Xiaoou Li, Wen Yu
INFORMATICALT
2002
154views more  INFORMATICALT 2002»
13 years 7 months ago
Adaptive Stable Control of Manipulators with Improved Adaptation Transients by Using On-line Supervision of the Free-Parameters
An adaptive control scheme for mechanical manipulators is proposed. The control loop essentially consists of a network for learning the robot's inverse dynamics and on-line ge...
Manuel de la Sen, Ana Almansa
ICRA
2000
IEEE
106views Robotics» more  ICRA 2000»
14 years 1 hour ago
Toward Biomorphic Control Using Custom aVLSI CPG Chips
The locomotor controller for walking, running, swimming, and flying animals is based on a Central Pattern Generator (CPG). Models of CPGs as systems of coupled non-linear oscillato...
M. Anthony Lewis, Ralph Etienne-Cummings, Avis H. ...
ICRA
2000
IEEE
147views Robotics» more  ICRA 2000»
14 years 1 hour ago
Chaos Dynamics in the Trajectory Control of Redundant Manipulators
Several kinematic control algorithms for redundant manipulators adopt generalized inverse matrices. In this line of thought, the generalized inverse control scheme is tested throu...
Fernando B. M. Duarte, José António ...