Download E-books Autonomous Robotics and Deep Learning (SpringerBriefs in Computer Science) PDF

By Vishnu Nath, Stephen E. Levinson

This Springer short examines the mix of computing device imaginative and prescient innovations and computing device studying algorithms valuable for humanoid robots to enhance “true consciousness.” It illustrates the severe first step in the direction of achieving “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 unravel 3D mazes, the publication 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 setting and learns to alter the surroundings for its personal gain. those suggestions enable the iCub to adequately 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 pros inquisitive about laptop imaginative and prescient, AI and desktop studying.

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