Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Lifelong Machine Learning

Lifelong Machine Learning

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783031015755
Condition
New
Product Description

Lifelong Machine Learning (or Lifelong Learning) is an advanced machine learning paradigm that learns continuously, accumulates the knowledge learned in previous tasks, and uses it to help future learning. In the process, the learner becomes more and more knowledgeable and effective at learning. This learning ability is one of the hallmarks of human intelligence. However, the current dominant machine learning paradigm learns in isolation: given a training dataset, it runs a machine learning algorithm on the dataset to produce a model. It makes no attempt to retain the learned knowledge and use it in future learning. Although this isolated learning paradigm has been very successful, it requires a large number of training examples, and is only suitable for well-defined and narrow tasks. In comparison, we humans can learn effectively with a few examples because we have accumulated so much knowledge in the past which enables us to learn with little data or effort. Lifelong learning aims to achieve this capability. As statistical machine learning matures, it is time to make a major effort to break the isolated learning tradition and to study lifelong learning to bring machine learning to new heights. Applications such as intelligent assistants, chatbots, and physical robots that interact with humans and systems in real-life environments are also calling for such lifelong learning capabilities. Without the ability to accumulate the learned knowledge and use it to learn more knowledge incrementally, a system will probably never be truly intelligent. This book serves as an introductory text and survey to lifelong learning.

Available Colors
Available Sizes
1 Offer Price Range: $99.99 - $99.99
BEST PRICE

Single Product Purchase

$99.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$99.99 $99.99

$99.99
See Site In stock Visit Store

Similar Products

Variable Domain-specific Software Languages with DjDSL

$84.99

Coronaviruses with Special Emphasis on First Insights Concerning SARS

$84.99

Biological Oxidations

$84.99

Formal Semantics and Pragmatics for Natural Languages

$169.99

Advanced Engineering Mathematics

$129.99

Welcome Books-American Symbols: The Pledge of Allegiance

$3.71

Our Threatened Climate

$169.99

Prozessorientierte Ergebnissteuerung in reifen Industrien und Produktionsnetzwerken

$59.99

Labor Income Share in Asia

$39.99

Politische Wirtschaftslehre

$29.99

Advances in Smart Vehicular Technology, Transportation, Communication and Applications

$169.99

Unsettling Literacies

$169.99

Berichte zur Resistenzmonitoringstudie 2010/2011

$59.99

Fine-Needle Biopsy of Superficial and Deep Masses

$84.99

eLearning - Konzept und Drehbuch

$49.99

I Survived the Attacks of September 11, 2001 (Graphix) (Hardcover)

$18.74

Metastability

$159.99

Entwicklung eines integrierten NC-Planungssystems

$69.99

Der Dampfkessel-Betrieb

$59.99

Toward a Philosophy of the Documentarian

$109.00

Masonry Constructions: Mechanical Models and Numerical Applications

$149.00

The A-Z of the PhD Trajectory

$79.99

Parallel and Distributed Computing, Applications and Technologies

$99.99

Time, Media and Modernity

$54.99

The Lung-Air Sac System of Birds

$129.00

Allgemeine Urologie

$84.99

Paradigma Politische Kultur

$59.99

Die Verrechtlichung des Strafvollzugs und ihre Auswirkungen auf die Strafvollzugspraxis

$29.99

The Historicity of Economics

$109.99

eCulture

$39.99

Multivariate Methods and Forecasting with IBM SPSS Statistics

$54.99

Ion Exchange Technology II

$129.00

Computergesttzte Informations- und Kommunikationssysteme in der Unternehmung

$44.99

Stochastic Modeling and Optimization of Manufacturing Systems and Supply Chains

$129.00

The Theory and Practice of Institutional Transplantation

$169.99

Introduction to Contact Mechanics

$169.99

Scholar Zone Extended Learning Plus ELA Grade 7

$680.00

Kundenorientierte Bausparkassenkorrespondenz

$69.99

CyberKnife NeuroRadiosurgery

$199.99

Beitrag zur Berechnung des durch einen vollwandigen Balken verstrkten steifen Bogens und verwandter

$54.99