Sciweavers

Share
ROBOCUP
2007
Springer

A Neural Network-Based Approach to Robot Motion Control

10 years 7 months ago
A Neural Network-Based Approach to Robot Motion Control
The joint controllers used in robots like the Sony Aibo are designed for the task of moving the joints of the robot to a given position. However, they are not well suited to the problem of making a robot move through a desired trajectory at speeds close to the physical capabilities of the robot, and in many cases, they cannot be bypassed easily. In this paper, we propose an approach that models both the robot’s joints and its built-in controllers as a single system that is in turn controlled by a neural network. The neural network controls the entire trajectory of a robot instead of just its static position. We implement and evaluate our approach on a Sony Aibo ERS-7.
Uli Grasemann, Daniel Stronger, Peter Stone
Added 09 Jun 2010
Updated 09 Jun 2010
Type Conference
Year 2007
Where ROBOCUP
Authors Uli Grasemann, Daniel Stronger, Peter Stone
Comments (0)
books