Machine Learning for Robotics

Name: Machine Learning for Robotics
Brand: VDM Verlag Dr. Mueller E.K.
SKU: 9783639021103
Price: 1377 CZK
Availability: InStock

Learning Methods for Robot Motor Skills

Autor: Jan Peters

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag Dr. Mueller E.K.

Dostupnost: Skladem u dodavatele

Odesíláme za 9-15 dnů

1 377 Kč

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

Informace o knize

Autor

Jan Peters

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2008

Stránek

128

EAN

9783639021103

ISBN

363902110X

Enbook ID

06811981

Vydavatel

VDM Verlag Dr. Mueller E.K.

Hmotnost

181

Rozměry

152 x 229 x 7

Kompletní 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 zajímat

Zákaznicí kteří koupili tuto knihu koupili také

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Nejčastěji hledané

Categories

Authors

Publishers

Produkty

Produkty

Machine Learning for Robotics

Learning Methods for Robot Motor Skills

Informace o knize

Kompletní popis

Mohlo by vás zajímat

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

Zákaznicí kteří koupili tuto knihu koupili také

Computerstandards und die Theorie oeffentlicher Guter

Makramé závěsné dekorace

Mathe 4. Klasse Übungsheft - Textaufgaben

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

Ni un penique mas, ni un penique menos