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 ma...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Nath, Vishnu (Autor), Levinson, Stephen E. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Edición:1st ed. 2014.
Colección:SpringerBriefs in Computer Science,
Temas:
Artificial intelligence.
Computer vision.
User interfaces (Computer systems).
Human-computer interaction.
Image processing-Digital techniques.
Artificial Intelligence.
Computer Vision.
User Interfaces and Human Computer Interaction.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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