Predicting and Adapting to Poor Speech Recognition in a Spoken Dialogue System
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Empirical Evaluation of a Reinforcement Learning Spoken Dialogue System
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Learning optimal dialogue strategies: a case study of a spoken dialogue agent for email
COLING '98 Proceedings of the 17th international conference on Computational linguistics - Volume 2
Spoken dialogue technology: enabling the conversational user interface
ACM Computing Surveys (CSUR)
Designing and Evaluating an Adaptive Spoken Dialogue System
User Modeling and User-Adapted Interaction
In-home access to multimedia content
Proceedings of the tenth ACM international conference on Multimedia
Efficient dialogue strategy to find users' intended items from information query results
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
NAACL '01 Proceedings of the second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies
NJFun: a reinforcement learning spoken dialogue system
ANLP/NAACL-ConvSyst '00 Proceedings of the 2000 ANLP/NAACL Workshop on Conversational systems - Volume 3
SIGDIAL '01 Proceedings of the Second SIGdial Workshop on Discourse and Dialogue - Volume 16
The Knowledge Engineering Review
Using model trees for evaluating dialog error conditions based on acoustic information
Proceedings of the 1st ACM international workshop on Human-centered multimedia
A data-oriented approach to integrate emotions in adaptive dialogue management
Proceedings of the 12th international conference on Intelligent user interfaces
Automatic learning of dialogue strategy using dialogue simulation and reinforcement learning
HLT '02 Proceedings of the second international conference on Human Language Technology Research
An Online Algorithm for Applying Reinforcement Learning to Handle Ambiguity in Spoken Dialogues
TAMC '09 Proceedings of the 6th Annual Conference on Theory and Applications of Models of Computation
EACL '06 Proceedings of the Eleventh Conference of the European Chapter of the Association for Computational Linguistics: Posters & Demonstrations
Evaluation of a hierarchical reinforcement learning spoken dialogue system
Computer Speech and Language
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
Reinforcement learning for mapping instructions to actions
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
The Knowledge Engineering Review
Human robot interactions: towards the implementation of adaptive strategies for robust communication
BVAI'07 Proceedings of the 2nd international conference on Advances in brain, vision and artificial intelligence
Optimising natural language generation decision making for situated dialogue
SIGDIAL '11 Proceedings of the SIGDIAL 2011 Conference
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Designing the dialogue strategy of a spoken dialogue system involves many nontrivial choices. This paper presents a reinforcement learning approach for automatically optimizing a dialogue strategy that addresses the technical challenges in applying reinforcement learning to a working dialogue system with human users. We then show that our approach measurably improves performance in an experimental system.