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ICRA
2007
IEEE
147views Robotics» more  ICRA 2007»
15 years 6 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
ICRA
2007
IEEE
113views Robotics» more  ICRA 2007»
15 years 6 months ago
Sampling-Based Motion Planning With Sensing Uncertainty
Abstract— Sampling-based algorithms have dramatically improved the state of the art in robotic motion planning. However, they make restrictive assumptions that limit their applic...
Brendan Burns, Oliver Brock
ICRA
2007
IEEE
183views Robotics» more  ICRA 2007»
15 years 6 months ago
Global Trajectory Generation for Nonholonomic Robots in Dynamic Environments
— We consider the problem of generating global feasible trajectories for nonholonomic mobile robots in the presence of moving obstacles. The global trajectory is composed of regi...
Yi Guo, Yi Long, Weihua Sheng
IEEEARES
2007
IEEE
15 years 6 months ago
On the use of one-way chain based authentication protocols in secure control systems
The use of one-way chains in authentication protocols is a technique of great importance which has many applications. Employing cryptographic techniques in the area of industrial ...
Bogdan Groza, Toma-Leonida Dragomir
IJCNN
2007
IEEE
15 years 6 months ago
Evaluation of Performance Measures for SVR Hyperparameter Selection
— To obtain accurate modeling results, it is of primal importance to find optimal values for the hyperparameters in the Support Vector Regression (SVR) model. In general, we sea...
Koen Smets, Brigitte Verdonk, Elsa Jordaan