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Autonomous Robotics and Deep Learning

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 scien...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Nath, Vishnu. (Awdur, http://id.loc.gov/vocabulary/relators/aut), Levinson, Stephen E. (http://id.loc.gov/vocabulary/relators/aut)
Awdur Corfforaethol: SpringerLink (Online service)
Fformat: Electronig eLyfr
Iaith:English
Cyhoeddwyd: Cham : Springer International Publishing : Imprint: Springer, 2014.
Rhifyn:1st ed. 2014.
Cyfres:SpringerBriefs in Computer Science,
Pynciau:
Artificial intelligence.
Optical data processing.
User interfaces (Computer systems).
Artificial Intelligence.
Image Processing and Computer Vision.
User Interfaces and Human Computer Interaction.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Mynediad Ar-lein:https://doi.org/10.1007/978-3-319-05603-6
Tagiau: Ychwanegu Tag
Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!
Tabl Cynhwysion:
  • Introduction
  • Overview of Probability and Statistics
  • Primer on Matrices and Determinants
  • Robot Kinematics
  • Computer Vision
  • Machine Learning
  • Experimental Results
  • Future Direction.

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