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.
Epub (Kobo), Epub (Adobe)
Publication Date: 29/12/2015
- ISBN:
- 9783319056036
- 9783319056036
- Category:
- Artificial intelligence
- Format:
- Epub (Kobo), Epub (Adobe)
- Publication Date:
- 29-12-2015
- Language:
- English
- Publisher:
- Springer International Publishing
This item is delivered digitally
Great!
Click on Save to My Library / Lists
Click on Save to My Library / Lists
Select the List you'd like to categorise as, or add your own
Here you can mark if you have read this book, reading it or want to read
Awesome! You added your first item into your Library
Great! The fun begins.
Click on My Library / My Lists and I will take you there
Click on My Library / My Lists and I will take you there
You can find this item in:
Image processing
Operating systems
Artificial intelligence
Human-computer interaction
Computer vision
Show more
Show less
Reviews
Be the first to review Autonomous Robotics and Deep Learning.
Share This eBook: