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Online Learning Methods for Networking

af Cem Tekin

indgår i Foundations and Trends (R) in Networking serien

Online Learning Methods for Networking af Cem Tekin
Bag om Online Learning Methods for Networking

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.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601989161
  • Indbinding:
  • Paperback
  • Sideantal:
  • 144
  • Udgivet:
  • 19. januar 2015
  • Størrelse:
  • 156x234x8 mm.
  • Vægt:
  • 213 g.
  • 8-11 hverdage.
  • 7. december 2024

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- 1 valgfrit digitalt ugeblad
- 20 timers lytning og læsning
- Adgang til 70.000+ titler
- Ingen binding

Abonnementet koster 75 kr./md.
Ingen binding og kan opsiges når som helst.

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Beskrivelse af Online Learning Methods for Networking

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.

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