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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...

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Hlavní autoři: Nath, Vishnu. (Autor, http://id.loc.gov/vocabulary/relators/aut), Levinson, Stephen E. (http://id.loc.gov/vocabulary/relators/aut)
Korporativní autor: SpringerLink (Online service)
Médium: Elektronický zdroj E-kniha
Jazyk:English
Vydáno: Cham : Springer International Publishing : Imprint: Springer, 2014.
Vydání:1st ed. 2014.
Edice:SpringerBriefs in Computer Science,
Témata:
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.
On-line přístup:https://doi.org/10.1007/978-3-319-05603-6
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Obsah:
  • 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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