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

By Vishnu Nath,Stephen E. Levinson

This Springer short examines the mix of computing device imaginative and prescient concepts and computer studying algorithms priceless for humanoid robots to increase “true consciousness.” It illustrates the serious first step in the direction of achieving “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 unravel 3D mazes, the e-book explores the demanding situations to create a robotic which may understand its personal atmosphere. instead of depending exclusively on human programming, the robotic makes use of actual contact to strengthen a neural map of its surroundings and learns to alter the surroundings for its personal gain. those recommendations permit the iCub to thoroughly resolve 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 pros fascinated about machine imaginative and prescient, AI and computing device learning.

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

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