Download Autonomous Robotics and Deep Learning (SpringerBriefs in by Vishnu Nath,Stephen E. Levinson PDF

By Vishnu Nath,Stephen E. Levinson

This Springer short examines the mix of laptop imaginative and prescient suggestions and computer studying algorithms valuable for humanoid robots to boost “true consciousness.” It illustrates the severe first step in the direction of attaining “deep learning,” lengthy thought of the holy grail for computer studying scientists around the globe. 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 that may 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 atmosphere and learns to alter the surroundings for its personal gain. those recommendations let the iCub to adequately 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 all in favour of desktop imaginative and prescient, AI and desktop learning.

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