New PDF release: Autonomous Robotics and Deep Learning (SpringerBriefs in

By Vishnu Nath,Stephen E. Levinson

This Springer short examines the combo of laptop imaginative and prescient ideas and laptop studying algorithms helpful for humanoid robots to enhance “true consciousness.” It illustrates the serious first step in the direction of attaining “deep learning,” lengthy thought of the holy grail for computer studying scientists around 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 which may understand its personal atmosphere. instead of depending completely on human programming, the robotic makes use of actual contact to enhance a neural map of its atmosphere and learns to alter the surroundings for its personal profit. those ideas permit the iCub to adequately remedy any maze, if an answer exists, inside a couple of iterations. With transparent research of the iCub experiments and its effects, this Springer short is perfect for complicated point scholars, researchers and execs occupied with computing device imaginative and prescient, AI and desktop learning.

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Autonomous Robotics and Deep Learning (SpringerBriefs in Computer Science) by Vishnu Nath,Stephen E. Levinson

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