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Könyv Autonomous Robotics and Deep Learning Vishnu Nath

Autonomous Robotics and Deep Learning

Szerző: Vishnu Nath, Stephen E. Levinson
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Springer International Publishing AG
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
19 305 Ft
This Springer Brief examines the combination of computer vision techniques and machine learning algo...

Információk a könyvről

Szerző
Vishnu Nath, Stephen E. Levinson
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2014
oldal
66
EAN
9783319056029
ISBN
3319056026
Enbook ID
02530044
Kiadó
Springer International Publishing AG
Súly
138
Méretek
161 x 246 x 7

Teljes leírás

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.

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