Neural Networks for Control [Neural Network Modelling and Connectionism]

Miller, W.Thomas; Sutton, R.S.; Werbos, P.J.

ISBN 10: 026263161X / ISBN 13: 9780262631617

Published by Cambridge, Mass., MIT Press, 1995

About this Item

paperbound, 8vo xvii+524 pp., ills. this book brings together examples of all the most important paradigms for the application of neural networks to robotics and control; neurocomputing; very good condition (unused).

Seller Inventory # 16308

Bibliographic Details

• Title: Neural Networks for Control [Neural Network Modelling and Connectionism]
• Publisher: Cambridge, Mass., MIT Press
• Publication Date: 1995
• Language: English
• ISBN 10: 026263161X
• ISBN 13: 9780262631617
• Binding: Soft cover
• Seller catalogs:
  • Science (exact)

About this title

Synopsis

Neural Networks for Control highlights key issues in learning control and identifies research directions that could lead to practical solutions for control problems in critical application domains. It addresses general issues of neural network based control and neural network learning with regard to specific problems of motion planning and control in robotics, and takes up application domains well suited to the capabilities of neural network controllers. The appendix describes seven benchmark control problems. W. Thomas Miller, III is Professor of Electrical and Computer Engineering at the University of New Hampshire. Richard S. Sutton works for GTE Laboratories Incorporated. Paul J. Werbos is Program Director for Neuroengineering at the National Science Foundation.

Contributors: Andrew G. Barto. Ronald J. Williams. Paul J. Werbos. Kumpati S. Narendra. L. Gordon Kraft, III, David P. Campagna. Mitsuo Kawato. Bartlett W. Met. Christopher G. Atkeson, David J. Reinkensmeyer. Derrick Nguyen, Bernard Widrow. James C. Houk, Satinder P. Singh, Charles Fisher. Judy A. Franklin, Oliver G. Selfridge. Arthur C. Sanderson. Lyle H. Ungar. Charles C. Jorgensen, C. Schley. Martin Herman, James S. Albus, Tsai-Hong Hong. Charles W. Anderson, W. Thomas Miller, III.

About the Authors

W. Thomas Miller, III is Professor of Electrical and Computer Engineering at the University of New Hampshire.

Richard S. Sutton is Professor of Computing Science and AITF Chair in Reinforcement Learning and Artificial Intelligence at the University of Alberta, and also Distinguished Research Scientist at DeepMind.

Paul J. Werbos is Program Director for Neuroengineering at the National Science Foundation.