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ICRA
2000
IEEE
85views Robotics» more  ICRA 2000»
13 years 11 months ago
Neural Network Controller for Constrained Robot Manipulators
In this paper, a neural network controller for constrained robot manipulators is presented. A feedforward neural network is used to adaptively compensate for the uncertainties in ...
Shenghai Hu, Marcelo H. Ang, Hariharan Krishnan
NN
2006
Springer
13 years 7 months ago
Neural systems implicated in delayed and probabilistic reinforcement
This review considers the theoretical problems facing agents that must learn and choose on the basis of reward or reinforcement that is uncertain or delayed, in implicit or proced...
Rudolf N. Cardinal
IJCSA
2007
213views more  IJCSA 2007»
13 years 7 months ago
Adaptive Depth Control for Autonomous Underwater Vehicles Based on Feedforward Neural Networks
This paper studies the design and application of the neural network based adaptive control scheme for autonomous underwater vehicle's (AUV's) depth control system that i...
Yang Shi, Weiqi Qian, Weisheng Yan, Jun Li
CORR
2010
Springer
150views Education» more  CORR 2010»
13 years 7 months ago
Existence and Global Logarithmic Stability of Impulsive Neural Networks with Time Delay
The stability and convergence of the neural networks are the fundamental characteristics in the Hopfield type networks. Since time delay is ubiquitous in most physical and biologi...
A. K. Ojha, Dushmanta Mallick, C. Mallick
IROS
2009
IEEE
128views Robotics» more  IROS 2009»
14 years 2 months ago
Predictive constrained gain scheduling for UGV path tracking in a networked control system
– This paper presents a predictive gain scheduler for path tracking control in a networked control system with variable delay. The controller uses the plant model to predict futu...
Bryan R. Klingenberg, Unnati Ojha, Mo-Yuen Chow