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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Main Authors: Nath, Vishnu. (Author, http://id.loc.gov/vocabulary/relators/aut), Levinson, Stephen E. (http://id.loc.gov/vocabulary/relators/aut)
企業作者: SpringerLink (Online service)
格式: 電子 電子書
語言:English
出版: Cham : Springer International Publishing : Imprint: Springer, 2014.
版:1st ed. 2014.
叢編:SpringerBriefs in Computer Science,
主題:
在線閱讀:https://doi.org/10.1007/978-3-319-05603-6
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書本目錄:
  • Introduction
  • Overview of Probability and Statistics
  • Primer on Matrices and Determinants
  • Robot Kinematics
  • Computer Vision
  • Machine Learning
  • Experimental Results
  • Future Direction.