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Building Dialogue POMDPs from Expert Dialogues

- An end-to-end approach

About 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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  • Language:
  • English
  • ISBN:
  • 9783319261980
  • Binding:
  • Paperback
  • Pages:
  • 119
  • Published:
  • February 15, 2016
  • Edition:
  • 12016
  • Dimensions:
  • 155x235x7 mm.
  • Weight:
  • 2058 g.
Delivery: 1-2 weeks
Expected delivery: November 28, 2024

Description of 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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