Applications of Learning and Planning Methods Contributor(s): Bourbakis, Nikolas G. (Editor) |
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ISBN: 9810205465 ISBN-13: 9789810205461 Publisher: World Scientific Publishing Company OUR PRICE: $153.90 Product Type: Hardcover - Other Formats Published: March 1991 |
Additional Information |
BISAC Categories: - Computers | Computer Science - Computers | Intelligence (ai) & Semantics |
Dewey: 006.31 |
LCCN: 91014692 |
Series: World Scientific Computer Science |
Physical Information: 392 pages |
Descriptions, Reviews, Etc. |
Publisher Description: Learning and planning are two important topics of artificial intelligence. Learning deals with the algorithmic processes that make a computing machine able to "learn" and improve its performance during the process of complex tasks. Planning on the other hand, deals with decision and construction processes that make a machine capable of constructing an intelligent plan for the solution of a particular complex problem.This book combines both learning and planning methodologies and their applications in different domains. It is divided into two parts. The first part contains seven chapters on the ongoing research work in symbolic and connectionist learning. The second part includes seven chapters which provide the current research efforts in planning methodologies and their application to robotics. |