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Building Dialogue POMDPs from Expert Dialogues - Hamidreza Chinaei - Bog

- An end-to-end approach

af Hamidreza Chinaei, Brahim Chaib-draa

indgår i SpringerBriefs in Speech Technology serien

Building Dialogue POMDPs from Expert Dialogues af Hamidreza Chinaei
Bag om Building Dialogue POMDPs from Expert Dialogues

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.
  • 2-3 uger.
  • 22. Oktober 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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