By Vishnu Nath,Stephen E. Levinson

This Springer short examines the mix of computing device imaginative and prescient thoughts and laptop studying algorithms invaluable for humanoid robots to boost “true consciousness.” It illustrates the serious first step in the direction of attaining “deep learning,” lengthy thought of the holy grail for desktop studying scientists around the world. utilizing the instance of the iCub, a humanoid robotic which learns to resolve 3D mazes, the e-book explores the demanding situations to create a robotic which can understand its personal atmosphere. instead of depending completely on human programming, the robotic makes use of actual contact to improve a neural map of its surroundings and learns to alter the surroundings for its personal profit. those concepts permit the iCub to properly remedy any maze, if an answer exists, inside a number of iterations. With transparent research of the iCub experiments and its effects, this Springer short is perfect for complex point scholars, researchers and execs concerned with laptop imaginative and prescient, AI and desktop learning.

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