Autonomous robotics and deep learning / Vishnu Nath and Stephen E. Levinson.
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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Full Text (via Springer) |
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| Main Authors: | , |
| Format: | eBook |
| Language: | English |
| Published: |
Cham ; New York :
Springer,
[2014]
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| Series: | SpringerBriefs in computer science.
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| Subjects: |
Table of Contents:
- Introduction
- Overview of Probability and Statistics
- Primer on Matrices and Determinants
- Robot Kinematics
- Computer Vision
- Machine Learning
- Experimental Results
- Future Direction.