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A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning

af Alborz Geramifard

indgår i Foundations and Trends (R) in Machine Learning serien

A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning af Alborz Geramifard
Bag om A Tutorial on Linear Function Approximators for Dynamic Programming and Reinforcement Learning

A Markov Decision Process (MDP) is a natural framework for formulating sequential decision-making problems under uncertainty. In recent years, researchers have greatly advanced algorithms for learning and acting in MDPs. This book reviews such algorithms.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781601987600
  • Indbinding:
  • Paperback
  • Sideantal:
  • 92
  • Udgivet:
  • 19. december 2013
  • Størrelse:
  • 156x234x5 mm.
  • Vægt:
  • 143 g.
  • 8-11 hverdage.
  • 16. januar 2025
Forlænget returret til d. 31. januar 2025
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A Markov Decision Process (MDP) is a natural framework for formulating sequential decision-making problems under uncertainty. In recent years, researchers have greatly advanced algorithms for learning and acting in MDPs. This book reviews such algorithms.

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