By Vishnu Nath, Stephen E. Levinson

This Springer short examines the combo of desktop imaginative and prescient ideas and laptop studying algorithms beneficial for humanoid robots to strengthen “true consciousness.” It illustrates the severe first step in the direction of attaining “deep learning,” lengthy thought of the holy grail for computing device studying scientists all over the world. utilizing the instance of the iCub, a humanoid robotic which learns to resolve 3D mazes, the booklet explores the demanding situations to create a robotic that could understand its personal atmosphere. instead of depending completely on human programming, the robotic makes use of actual contact to strengthen a neural map of its atmosphere and learns to alter the surroundings for its personal gain. those recommendations permit the iCub to competently remedy any maze, if an answer exists, inside of a number of iterations. With transparent research of the iCub experiments and its effects, this Springer short is perfect for complicated point scholars, researchers and execs excited by computing device imaginative and prescient, AI and laptop studying.

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