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Building Dialogue POMDPs from Expert Dialogues

- An end-to-end approach

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This book discusses the Partially Observable Markov Decision Process (POMDP) framework applied in dialogue systems. Starting from scratch, they present the state, the transition model, the observation model and then finally the reward model from unannotated and noisy dialogues.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783319261980
  • Indbinding:
  • Paperback
  • Sideantal:
  • 119
  • Udgivet:
  • 16. februar 2016
  • Udgave:
  • 12016
  • Størrelse:
  • 155x235x7 mm.
  • Vægt:
  • 2058 g.
  • 8-11 hverdage.
  • 7. december 2024
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This book discusses the Partially Observable Markov Decision Process (POMDP) framework applied in dialogue systems. Starting from scratch, they present the state, the transition model, the observation model and then finally the reward model from unannotated and noisy dialogues.

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