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Autonomous Robotics and Deep Learning - Vishnu Nath
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Vishnu Nath:
Autonomous Robotics and Deep Learning - Taschenbuch

2014, ISBN: 3319056026

ID: 12768371134

[EAN: 9783319056029], Neubuch, [SC: 0.0], [PU: Springer-Verlag Gmbh Apr 2014], BILDBEARBEITUNG; BILDVERARBEITUNG; GRAFIK (EDV) / INTELLIGENZ KÜNSTLICHE INTELLIGENZ; KI; - AI; AI ( ); ROBOTIK INDUSTRIEROBOTER ROBOTER INDUSTRIEROBOTER; COMPUTERS INTELLIGENCE (AI) & SEMANTICS; COMPUTER GRAPHICS; VISION PATTERN RECOGNITION; USER INTERFACES, Neuware - 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. 66 pp. Englisch

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Autonomous Robotics and Deep Learning - Vishnu Nath
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Vishnu Nath:
Autonomous Robotics and Deep Learning - Taschenbuch

2014, ISBN: 3319056026

ID: 22449387544

[EAN: 9783319056029], Neubuch, [PU: Springer-Verlag Gmbh Apr 2014], BILDBEARBEITUNG; BILDVERARBEITUNG; GRAFIK (EDV) / INTELLIGENZ KÜNSTLICHE INTELLIGENZ; KI; - AI; AI ( ); ROBOTIK INDUSTRIEROBOTER ROBOTER INDUSTRIEROBOTER; COMPUTERS INTELLIGENCE (AI) & SEMANTICS; COMPUTER GRAPHICS; VISION PATTERN RECOGNITION; USER INTERFACES, Neuware - 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. 66 pp. Englisch

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Autonomous Robotics and Deep Learning - Vishnu Nath
Vergriffenes Buch, derzeit bei uns nicht verfügbar.
(*)
Vishnu Nath:
Autonomous Robotics and Deep Learning - Taschenbuch

2014, ISBN: 3319056026

ID: 12768371134

[EAN: 9783319056029], Neubuch, [PU: Springer-Verlag Gmbh Apr 2014], BILDBEARBEITUNG; BILDVERARBEITUNG; GRAFIK (EDV) / INTELLIGENZ KÜNSTLICHE INTELLIGENZ; KI; - AI; AI ( ); ROBOTIK INDUSTRIEROBOTER ROBOTER INDUSTRIEROBOTER; COMPUTERS INTELLIGENCE (AI) & SEMANTICS; COMPUTER GRAPHICS; VISION PATTERN RECOGNITION; USER INTERFACES, Neuware - 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. 66 pp. Englisch

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Autonomous Robotics and Deep Learning | Nath / Levinson - Buch - Vishnu Nath, Stephen E. Levinson - Vishnu Nath, Stephen E. Levinson
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Autonomous Robotics and Deep Learning | Nath / Levinson - Buch - Vishnu Nath, Stephen E. Levinson - neues Buch

ISBN: 9783319056029

ID: 13672181

Von Vishnu Nath, Stephen E. Levinson: 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 an...; Weitere Fachgebiete > EDV, Informatik > Informationsverarbeitung > Computer Vision, Springer

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Nath, Vishnu;Levinson, Stephen E.: Autonomous Robotics and Deep Learning
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ISBN: 9783319056029

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Details zum Buch
Autonomous Robotics and Deep Learning
Autor:

Nath, Vishnu and Levinson, Stephen E.

Titel:

Autonomous Robotics and Deep Learning

ISBN-Nummer:

Detailangaben zum Buch - Autonomous Robotics and Deep Learning


EAN (ISBN-13): 9783319056029
ISBN (ISBN-10): 3319056026
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2014
Herausgeber: Springer-Verlag GmbH

Buch in der Datenbank seit 03.05.2014 17:04:25
Buch zuletzt gefunden am 12.07.2017 09:42:34
ISBN/EAN: 9783319056029

ISBN - alternative Schreibweisen:
3-319-05602-6, 978-3-319-05602-9


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