Robot Learning PDF
By:J. H. Connell,Sridhar Mahadevan
Published on 2012-12-06 by Springer Science & Business Media
Building a robot that learns to perform a task has been acknowledged as one of the major challenges facing artificial intelligence. Self-improving robots would relieve humans from much of the drudgery of programming and would potentially allow operation in environments that were changeable or only partially known. Progress towards this goal would also make fundamental contributions to artificial intelligence by furthering our understanding of how to successfully integrate disparate abilities such as perception, planning, learning and action. Although its roots can be traced back to the late fifties, the area of robot learning has lately seen a resurgence of interest. The flurry of interest in robot learning has partly been fueled by exciting new work in the areas of reinforcement earning, behavior-based architectures, genetic algorithms, neural networks and the study of artificial life. Robot Learning gives an overview of some of the current research projects in robot learning being carried out at leading universities and research laboratories in the United States. The main research directions in robot learning covered in this book include: reinforcement learning, behavior-based architectures, neural networks, map learning, action models, navigation and guided exploration.
This Book was ranked at 28 by Google Books for keyword computer vision medical robotics.
Book ID of Robot Learning's Books is 11DVBwAAQBAJ, Book which was written byJ. H. Connell,Sridhar Mahadevanhave ETAG "+Bykk/GaAQU"
Book which was published by Springer Science & Business Media since 2012-12-06 have ISBNs, ISBN 13 Code is 9781461531845 and ISBN 10 Code is 1461531845
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Book which have "240 Pages" is Printed at BOOK under CategoryTechnology and Engineering
Book was written in en
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