Autonomous Robotics and Deep Learning
Language: English
Published by Springer, Palgrave Macmillan, 2014
Series: Book 132 of 322 - SpringerBriefs in Computer Science
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 46.14
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Add to basketItem description from seller
Druck auf Anfrage Neuware - Printed after ordering - This Springer Brief examines the combination of computer vision techniques and machine learning algorithms necessary for humanoid robots to develop 'true consciousness.' It illustrates the critical first step towards reaching 'deep learning,' long considered the holy grail for machine learning scientists worldwide. Using the example of the iCub, a humanoid robot which learns to solve 3D mazes, the book explores the challenges to create a robot that can perceive its own surroundings. Rather than relying solely on human programming, the robot uses physical touch to develop a neural map of its environment and learns to change the environment for its own benefit. These techniques allow the iCub to accurately solve any maze, if a solution exists, within a few iterations. With clear analysis of the iCub experiments and its results, this Springer Brief is ideal for advanced level students, researchers and professionals focused on computer vision, AI and machine learning.…
Seller Inventory # 9783319056029
- Title
- Autonomous Robotics and Deep Learning
- Author
- Vishnu Nath
- Publisher
- Springer, Palgrave Macmillan
- Publication year
- 2014
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3319056026
- ISBN 13
- 9783319056029
- Item weight
- 131 grams
- Dimensions
- 235x155x5 mm
- Series
- Book 132 of 322: SpringerBriefs in Computer Science
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