Data Mining for Social Robotics

Name: Data Mining for Social Robotics
Brand: Springer International Publishing AG
SKU: 9783319252308
Price: 99.59 EUR
Availability: InStock

Toward Autonomously Social Robots

Autor: Yasser Mohammad, Toyoaki Nishida

Jazyk:

Väzba: Pevná

Vydavateľ: Springer International Publishing AG

Dostupnosť: Skladom u dodávateľa

Odosielame za 10-13 dní

99.59 €

This book explores an approach to social robotics based solely on autonomous unsupervised techniques...

Informácie o knihe

Autor

Yasser Mohammad, Toyoaki Nishida

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2016

Stránok

328

EAN

9783319252308

ISBN

3319252305

Enbook ID

09529374

Vydavateľ

Springer International Publishing AG

Hmotnosť

6328

Rozmery

155 x 235 x 22

Kompletný popis

This book explores an approach to social robotics based solely on autonomous unsupervised techniques and positions it within a structured exposition of related research in psychology, neuroscience, HRI, and data mining. The authors present an autonomous and developmental approach that allows the robot to learn interactive behavior by imitating humans using algorithms from time-series analysis and machine learning.§§The first part provides a comprehensive and structured introduction to time-series analysis, change point discovery, motif discovery and causality analysis focusing on possible applicability to HRI problems. Detailed explanations of all the algorithms involved are provided with open-source implementations in MATLAB enabling the reader to experiment with them. Imitation and simulation are the key technologies used to attain social behavior autonomously in the proposed approach. Part two gives the reader§a wide overview of research in these areas in psychology, and ethology. Based on this background, the authors discuss approaches to endow robots with the ability to autonomously learn how to be social.§§Data Mining for Social Robots will be essential reading for graduate students and practitioners interested in social and developmental robotics.§

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Data Mining for Social Robotics

Toward Autonomously Social Robots

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