Verfügbarkeit: Autonomous Robotics and Deep Learning

Autonomous Robotics and Deep Learning:

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Bibliographische Detailangaben
1. Verfasser:	Nath, Vishnu (VerfasserIn)
Format:	Elektronisch E-Book
Sprache:	English
Veröffentlicht:	Cham ; s.l. Springer International Publishing 2014
Schriftenreihe:	SpringerBriefs in Computer Science
Schlagworte:	Informatik Maschinelles Sehen Militärroboter Robotik Künstliche Intelligenz
Online-Zugang:	TUM01 UPA01 UBR01 Volltext Inhaltsverzeichnis Abstract
Beschreibung:	VIII, 66 p. Ill.
ISBN:	9783319056036 9781306702362 9783319056029
DOI:	10.1007/978-3-319-05603-6

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Datensatz im Suchindex

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adam_text	AUTONOMOUS ROBOTICS AND DEEP LEARNING / NATH, VISHNU : 2014 TABLE OF CONTENTS / INHALTSVERZEICHNIS INTRODUCTION OVERVIEW OF PROBABILITY AND STATISTICS PRIMER ON MATRICES AND DETERMINANTS ROBOT KINEMATICS COMPUTER VISION MACHINE LEARNING EXPERIMENTAL RESULTS FUTURE DIRECTION DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. AUTONOMOUS ROBOTICS AND DEEP LEARNING / NATH, VISHNU : 2014 ABSTRACT / INHALTSTEXT 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 DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
any_adam_object	1
author	Nath, Vishnu
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dewey-tens	620 - Engineering and allied operations
discipline	Informatik Elektrotechnik / Elektronik / Nachrichtentechnik Mess-/Steuerungs-/Regelungs-/Automatisierungstechnik / Mechatronik
doi_str_mv	10.1007/978-3-319-05603-6
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spelling	Nath, Vishnu Verfasser (DE-588)1051738105 aut Autonomous Robotics and Deep Learning by Vishnu Nath, Stephen E. Levinson Cham ; s.l. Springer International Publishing 2014 VIII, 66 p. Ill. txt rdacontent c rdamedia cr rdacarrier SpringerBriefs in Computer Science Informatik (DE-588)4026894-9 gnd rswk-swf Maschinelles Sehen (DE-588)4129594-8 gnd rswk-swf Militärroboter (DE-588)1027675174 gnd rswk-swf Robotik (DE-588)4261462-4 gnd rswk-swf Künstliche Intelligenz (DE-588)4033447-8 gnd rswk-swf Informatik (DE-588)4026894-9 s Künstliche Intelligenz (DE-588)4033447-8 s Maschinelles Sehen (DE-588)4129594-8 s Robotik (DE-588)4261462-4 s Militärroboter (DE-588)1027675174 s DE-604 Levinson, Stephen E. Sonstige oth https://doi.org/10.1007/978-3-319-05603-6 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027329166&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027329166&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract
spellingShingle	Nath, Vishnu Autonomous Robotics and Deep Learning Informatik (DE-588)4026894-9 gnd Maschinelles Sehen (DE-588)4129594-8 gnd Militärroboter (DE-588)1027675174 gnd Robotik (DE-588)4261462-4 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd
subject_GND	(DE-588)4026894-9 (DE-588)4129594-8 (DE-588)1027675174 (DE-588)4261462-4 (DE-588)4033447-8
title	Autonomous Robotics and Deep Learning
title_auth	Autonomous Robotics and Deep Learning
title_exact_search	Autonomous Robotics and Deep Learning
title_full	Autonomous Robotics and Deep Learning by Vishnu Nath, Stephen E. Levinson
title_fullStr	Autonomous Robotics and Deep Learning by Vishnu Nath, Stephen E. Levinson
title_full_unstemmed	Autonomous Robotics and Deep Learning by Vishnu Nath, Stephen E. Levinson
title_short	Autonomous Robotics and Deep Learning
title_sort	autonomous robotics and deep learning
topic	Informatik (DE-588)4026894-9 gnd Maschinelles Sehen (DE-588)4129594-8 gnd Militärroboter (DE-588)1027675174 gnd Robotik (DE-588)4261462-4 gnd Künstliche Intelligenz (DE-588)4033447-8 gnd
topic_facet	Informatik Maschinelles Sehen Militärroboter Robotik Künstliche Intelligenz
url	https://doi.org/10.1007/978-3-319-05603-6 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027329166&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027329166&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
work_keys_str_mv	AT nathvishnu autonomousroboticsanddeeplearning AT levinsonstephene autonomousroboticsanddeeplearning

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