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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| Autors principals: | , |
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| Autor corporatiu: | |
| Format: | Electrònic eBook |
| Idioma: | English |
| Publicat: |
Cham :
Springer International Publishing : Imprint: Springer,
2014.
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| Edició: | 1st ed. 2014. |
| Periòdiques: | SpringerBriefs in Computer Science,
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| Matèries: | |
| Accés en línia: | https://doi.org/10.1007/978-3-319-05603-6 |
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Taula de continguts:
- Introduction
- Overview of Probability and Statistics
- Primer on Matrices and Determinants
- Robot Kinematics
- Computer Vision
- Machine Learning
- Experimental Results
- Future Direction.