Get Autonomous Robotics and Deep Learning (SpringerBriefs in PDF

By Vishnu Nath,Stephen E. Levinson

This Springer short examines the combo of machine imaginative and prescient strategies and computing device studying algorithms worthwhile for humanoid robots to increase “true consciousness.” It illustrates the severe first step in the direction of achieving “deep learning,” lengthy thought of the holy grail for computing device studying scientists around the world. utilizing the instance of the iCub, a humanoid robotic which learns to unravel 3D mazes, the booklet explores the demanding situations to create a robotic which can understand its personal atmosphere. instead of depending exclusively on human programming, the robotic makes use of actual contact to boost a neural map of its surroundings and learns to alter the surroundings for its personal profit. those innovations 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 pros serious about laptop imaginative and prescient, AI and desktop learning.

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