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

By Vishnu Nath,Stephen E. Levinson

This Springer short examines the combo of desktop imaginative and prescient options and computer studying algorithms precious for humanoid robots to increase “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 all over 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 that could 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 setting and learns to alter the surroundings for its personal gain. those innovations enable the iCub to competently 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 execs excited about computing device imaginative and prescient, AI and laptop learning.

Show description

Read or Download Autonomous Robotics and Deep Learning (SpringerBriefs in Computer Science) PDF

Similar human-computer interaction books

The Essential Persona Lifecycle: Your Guide to Building and Using Personas

The basic character Lifecycle: Your consultant to development and utilizing Personas bargains a realistic advisor to the construction and use of personas, that could support product designers, their workforce, and their association turn into extra consumer targeted. This e-book is for those that simply want to know what to do and what order to do it in.

Human-Centric Interfaces for Ambient Intelligence

To create really potent human-centric ambient intelligence platforms either engineering and computing tools are wanted. this can be the 1st publication to bridge info processing and clever reasoning tools for the construction of human-centered ambient intelligence structures. Interdisciplinary in nature, the ebook covers subject matters resembling multi-modal interfaces, human-computer interplay, shrewdpermanent environments and pervasive computing, addressing rules, paradigms, equipment and functions.

Human-Computer Interaction and Operators’ Performance: Optimizing Work Design with Activity Theory (Ergonomics Design & Mgmt. Theory & Applications)

A suite of works authored via major scientists from the USA and Russia, Human-Computer interplay and Operators’ functionality: Optimizing paintings layout with task concept describes utilized and systemic-structural task idea because it is used to review human-computer interplay, aviation, layout, and coaching.

Advances in Affective and Pleasurable Design: Proceedings of the AHFE 2016 International Conference on Affective and Pleasurable Design, July 27-31, 2016, ... in Intelligent Systems and Computing)

This publication discusses the most recent advances in affective and pleasant layout. It stories on vital theoretical and useful concerns, overlaying a wealth of subject matters, together with aesthetics in product and approach layout, design-driven innovation, affective computing, evaluate instruments for emotion, Kansei engineering for services and products, and plenty of extra.

Additional info for Autonomous Robotics and Deep Learning (SpringerBriefs in Computer Science)

Sample text

Download PDF sample

Rated 4.99 of 5 – based on 39 votes