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

Transfer in Reinforcement Learning Domains

Transfer in Reinforcement Learning Domains

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9783642018817
Condition
New
Product Description

In reinforcement learning (RL) problems, learning agents sequentially execute actions with the goal of maximizing a reward signal. The RL framework has gained popularity with the development of algorithms capable of mastering increasingly complex problems, but learning difficult tasks is often slow or infeasible when RL agents begin with no prior knowledge. The key insight behind "transfer learning" is that generalization may occur not only within tasks, but also across tasks. While transfer has been studied in the psychological literature for many years, the RL community has only recently begun to investigate the benefits of transferring knowledge. This book provides an introduction to the RL transfer problem and discusses methods which demonstrate the promise of this exciting area of research. The key contributions of this book are: Definition of the transfer problem in RL domains Background on RL, sufficient to allow a wide audience to understand discussed transfer concepts Taxonomy for transfer methods in RL Survey of existing approaches In-depth presentation of selected transfer methods Discussion of key open questions By way of the research presented in this book, the author has established himself as the pre-eminent worldwide expert on transfer learning in sequential decision making tasks. A particular strength of the research is its very thorough and methodical empirical evaluation, which Matthew presents, motivates, and analyzes clearly in prose throughout the book. Whether this is your initial introduction to the concept of transfer learning, or whether you are a practitioner in the field looking for nuanced details, I trust that you will find this book to be an enjoyable and enlightening read. Peter Stone, Associate Professor of Computer Science.

Available Colors
Available Sizes
1 Offer Price Range: $84.99 - $84.99
BEST PRICE

Single Product Purchase

$84.99
@ 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
$84.99 $84.99

$84.99
See Site In stock Visit Store

Similar Products

Organic-Inorganic Composite Polymer Electrolyte Membranes

$169.99

Atmungsgymnastik und Atmungstherapie

$59.99

Music Representation and Transformation in Software

$49.99

Excitation of Atoms and Broadening of Spectral Lines

$169.99

Cosmic Enigmas

$44.99

Kundenbindung bei Professional Business Services

$54.99

Unternehmensplanung als Instrument der Unternehmensfhrung

$59.99

Brainteaser fr Anfnger und Fortgeschrittene

$29.99

Der rastlose Mensch

$44.99

Der lumbale Bandscheibenvorfall

$79.99

Mineralogie

$59.99

The Rise of the Scientist-Bureaucrat

$37.99

Kabelbaummontage mit Industrierobotern

$84.99

Data Base Management: Theory and Applications

$129.00

Animal Suffering: Philosophy and Culture

$84.99

Applications of Flower Pollination Algorithm and its Variants

$169.99

Computational Modeling of Neural Activities for Statistical Inference

$54.99

Intracellular Delivery II

$129.00

Still Searching for Satoshi

$49.99

Pulmonary Sarcoidosis

$169.99

Die Stoffe

$54.99

Pflanzenkunde Pilze und Flechten

$59.99

Excel fr technische Berufe

$39.99

Multidisciplinary Approaches to Cholinesterase Functions

$39.99

Theory and Methodology of World Development

$39.99

Sushi

$24.99

Handbook of Brain Connectivity

$219.99

Interregional Migration

$84.99

Measuring Up

$9.71

Applied General Equilibrium

$99.99

15. Internationales Stuttgarter Symposium

$189.00

Ethics Teaching in Higher Education

$39.99

Zweiachsige Nachformeinrichtungen

$59.99

Makrokonomik

$37.99

Theory and Practice of Corporate Social Responsibility

$54.99

Mechanik der Kontinua

$44.99

Leading Cases and Materials on the Law of the European Communities

$119.00

Unsafe Space

$54.99

Die Unvermeidbarkeit eines Verbotsirrtums bei Vorliegen eines prventiven Rechtsgutachtens

$69.99

Speaking as Women Leaders

$54.99