Introduction to special issue on machine learning for adaptivity in spoken dialogue systems

Introduction to Reinforcement Learning

Introduction to Reinforcement Learning

Assessment of dialogue systems by means of a new simulation technique

Speech Communication

SPoT: a trainable sentence planner

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A survey of statistical user simulation techniques for reinforcement-learning of dialogue management strategies

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Combining acoustic and pragmatic features to predict recognition performance in spoken dialogue systems

ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics

Partially observable Markov decision processes for spoken dialog systems

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Hybrid reinforcement/supervised learning of dialogue policies from fixed data sets

Computational Linguistics

User simulations for context-sensitive speech recognition in spoken dialogue systems

EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics

Review:

The Knowledge Engineering Review

Learning and evaluation of dialogue strategies for new applications: Empirical methods for optimization from small data sets

Computational Linguistics

A probabilistic framework for dialog simulation and optimal strategy learning

IEEE Transactions on Audio, Speech, and Language Processing