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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書誌詳細
主要な著者: Nath, Vishnu. (著者, http://id.loc.gov/vocabulary/relators/aut), Levinson, Stephen E. (http://id.loc.gov/vocabulary/relators/aut)
団体著者: SpringerLink (Online service)
フォーマット: 電子媒体 eBook
言語:English
出版事項: Cham : Springer International Publishing : Imprint: Springer, 2014.
版:1st ed. 2014.
シリーズ:SpringerBriefs in Computer Science,
主題:
オンライン・アクセス:https://doi.org/10.1007/978-3-319-05603-6
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目次:
  • Introduction
  • Overview of Probability and Statistics
  • Primer on Matrices and Determinants
  • Robot Kinematics
  • Computer Vision
  • Machine Learning
  • Experimental Results
  • Future Direction.