Coverart for item
The Resource Autonomous robotics and deep learning, Vishnu Nath and Stephen E. Levinson, (electronic book)

Autonomous robotics and deep learning, Vishnu Nath and Stephen E. Levinson, (electronic book)

Label
Autonomous robotics and deep learning
Title
Autonomous robotics and deep learning
Statement of responsibility
Vishnu Nath and Stephen E. Levinson
Creator
Contributor
Author
Subject
Language
eng
Summary
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
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Nath, Vishnu
Dewey number
629.8/92
Index
no index present
LC call number
TJ210.2
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Levinson, Stephen E.
http://library.link/vocab/subjectName
Robotics
Label
Autonomous robotics and deep learning, Vishnu Nath and Stephen E. Levinson, (electronic book)
Instantiates
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Color
multicolored
Control code
SPR877885316
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319056036
Level of compression
unknown
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic resource.
Sound
unknown sound
Specific material designation
remote
Label
Autonomous robotics and deep learning, Vishnu Nath and Stephen E. Levinson, (electronic book)
Publication
Antecedent source
unknown
Bibliography note
Includes bibliographical references
Color
multicolored
Control code
SPR877885316
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319056036
Level of compression
unknown
Quality assurance targets
not applicable
Reformatting quality
unknown
Reproduction note
Electronic resource.
Sound
unknown sound
Specific material designation
remote

Library Locations

Processing Feedback ...