Machine Learning for Robotics

Name: Machine Learning for Robotics
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639021103
Price: 56.75 EUR
Availability: InStock

Learning Methods for Robot Motor Skills

Autor: Jan Peters

Jazyk:

Väzba: Brožovaná

Vydavateľ: VDM Verlag Dr. Mueller E.K.

Dostupnosť: Skladom u dodávateľa

Odosielame za 14-21 dní

56.75 €

Autonomous robots have been a vision of robotics, artificial intelligence, and cognitive sciences. A...

Informácie o knihe

Autor

Jan Peters

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2008

Stránok

128

EAN

9783639021103

ISBN

363902110X

Enbook ID

06811981

Vydavateľ

VDM Verlag Dr. Mueller E.K.

Hmotnosť

181

Rozmery

152 x 229 x 7

Kompletný popis

Autonomous robots have been a vision of robotics, artificial intelligence, and cognitive sciences. An important step towards this goal is to create robots that can learn to accomplish amultitude of different tasks triggered by environmental context and higher-level instruction. Early approaches to this goal during the heydays of artificial intelligence research in the late 1980s showed that handcrafted approaches do not suffice and that machine learning is needed. However, off the shelf learning techniques often do not scale into real-time or to the high-dimensional domains of manipulator and humanoid robotics. In this book, we investigate the foundations for a general approach to motor skilllearning that employs domain-specific machine learning methods. A theoretically well-founded general approach to representing the required control structures for task representation and executionis presented along with novel learning algorithms that can be applied in this setting. The resulting framework is shown to work well both in simulation and on real robots.

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Najčastejšie vyhľadávané

Categories

Authors

Publishers

Produkty

Produkty

Machine Learning for Robotics

Learning Methods for Robot Motor Skills

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Analysis of Machine Elements Using SOLIDWORKS Simulation 2022

Interchange Student's Book 2 with Audio CD

Water Purification for the Country Home

Sprints

Advances in Poultry Genetics and Genomics

Reading Champion: The Dog Show

Christmas Lights

Frenzy of a Scumbag

Parenting in a New Age

Formation of Spatio-Temporal Patterns in Stochastic Nonlinear Systems

Quality of Life (QoL) of Malaysian Post-Stroke Outpatients

Compan Cont Music Thought 2vol

Nationalists and Nomads

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež

Computerstandards und die Theorie oeffentlicher Guter

Makramé závěsné dekorace

Mathe 4. Klasse Übungsheft - Textaufgaben

Macht mit! Kniha pro učitele 3. díl

Ravensburger CreArt - Malen nach Zahlen 20126 - Timeless Minnie - ab 12 Jahren

Ni un penique mas, ni un penique menos