Autonomous Robotics and Deep Learning is popular PDF and ePub book, written by Vishnu Nath in 2014-04-11, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Autonomous Robotics and Deep Learning can be Read Online from any device for your convenience.
Autonomous Robotics and Deep Learning Book PDF Summary
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 scientists worldwide. Using the example of the iCub, a humanoid robot which learns to solve 3D mazes, the book explores the challenges to create a robot that can perceive its own surroundings. Rather than relying solely on human programming, the robot uses physical touch to develop a neural map of its environment and learns to change the environment for its own benefit. These techniques allow the iCub to accurately solve any maze, if a solution exists, within a few iterations. With clear analysis of the iCub experiments and its results, this Springer Brief is ideal for advanced level students, researchers and professionals focused on computer vision, AI and machine learning.
Detail Book of Autonomous Robotics and Deep Learning PDF
- Author : Vishnu Nath
- Release : 11 April 2014
- Publisher : Springer Science & Business Media
- ISBN : 9783319056036
- Genre : Computers
- Total Page : 66 pages
- Language : English
- PDF File Size : 8,7 Mb
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