Jak nakupovat
Doručení
Nákupní rádce
Online Learning Methods for Networking
Angličtina
254 b
30 dní na vrácení zboží
Mohlo by vás také zajímat
/
Pevná
10 302
Kč
This book provides a tutorial on a family of sequential learning and decision problems known as the multi-armed bandit problems. In such problems any decision serves the purpose of exploring or exploiting or both. This balancing act between exploration and exploitation is characteristic of this type of "learning-on-the-go" problem, where we have to instantaneously apply what we have learned so far even as we continue to learn. The authors give an in-depth introduction to the technical aspects of the theory of such decision-making technologies. The range is comprehensive and covers topics which have applications in many networking systems. These include: Recommender systems; Ad Placement systems; the smart grid; and clinical trials. Online Learning and Its Applications in Networking is essential reading for students working in networking and machine learning. Designers of many network-based systems will find it a valuable resource for improving their technology.
Informace o knize
Angličtina
