Learning dialogue strategies within the Markov decision process framework, 1997 IEEE Workshop on Automatic Speech Recognition and Understanding Proceedings, 1997. ,
DOI : 10.1109/ASRU.1997.658989
Reinforcement learning for spoken dialogue systems, Proc. NIPS'99, 1999. ,
Corpus-based dialogue simulation for automatic strategy learning and evaluation, Proc. NAACL Workshop on Adaptation in Dialogue Systems, 2001. ,
A probabilistic framework for dialog simulation and optimal strategy learning, IEEE Transactions on Audio, Speech and Language Processing, vol.14, issue.2, pp.589-599, 2006. ,
DOI : 10.1109/TSA.2005.855836
URL : https://hal.archives-ouvertes.fr/hal-00207952
Learning more effective dialogue strategies using limited dialogue move features, Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the ACL , ACL '06, 2006. ,
DOI : 10.3115/1220175.1220199
Hybrid Reinforcement/Supervised Learning for Dialogue Policies from COMMUNICATOR data, IJCAI workshop on Knowledge and Reasoning in Practical Dialogue Systems, 2005. ,
Partially Observable Markov Decision Processes with Continuous Observations for Dialogue Management, Proceedings of the SigDial Workshop (SigDial'06), 2005. ,
DOI : 10.1007/978-1-4020-6821-8_8
USING POMDPS FOR DIALOG MANAGEMENT, 2006 IEEE Spoken Language Technology Workshop, 2006. ,
DOI : 10.1109/SLT.2006.326785
Partially observable Markov decision processes for spoken dialog systems, Computer Speech & Language, vol.21, issue.2, pp.231-422, 2007. ,
DOI : 10.1016/j.csl.2006.06.008
The Markov Assumption in spoken dialogue management, Proceedings of the 6th SIGdial Workshop on Discourse and Dialogue, 2005. ,
Optimizing dialogue management with reinforcement learning: Experiments with the NJFun system, Journal of Artificial Intelligence Research, 2002. ,
Hierarchical Reinforcement Learning of Dialogue Policies in a development environment for dialogue systems: REALL-DUDE, Proceedings of Brandial, the 10th SemDial Workshop on the Semantics and Pragmatics of Dialogue, 2006. ,
Scaling up POMDPs for Dialog Management: The ``Summary POMDP'' Method, IEEE Workshop on Automatic Speech Recognition and Understanding, 2005., 2005. ,
DOI : 10.1109/ASRU.2005.1566498
Quantitative and qualitative evaluation of Darpa Communicator spoken dialogue systems, Proceedings of the 39th Annual Meeting on Association for Computational Linguistics , ACL '01, pp.515-522, 2001. ,
DOI : 10.3115/1073012.1073078
Automatic annotation of COMMUNICATOR dialogue data for learning dialogue strategies and user simulations, Ninth Workshop on the Semantics and Pragmatics of Dialogue (SEMDIAL: DIALOR), 2005. ,
User simulation for spoken dialogue systems: Learning and evaluation, Proceedings of Interspeech/ICSLP, 2006. ,
LET'S DISCOH: COLLECTING AN ANNOTATED OPEN CORPUSWITH DIALOGUE ACTS AND REWARD SIGNALS FOR NATURAL LANGUAGE HELPDESKS, 2006 IEEE Spoken Language Technology Workshop, 2006. ,
DOI : 10.1109/SLT.2006.326794
A stochastic model of human-machine interaction for learning dialog strategies, IEEE Transactions on Speech and Audio Processing, vol.8, issue.1, pp.11-23, 2000. ,
DOI : 10.1109/89.817450
Assessment of dialogue systems by means of a new simulation technique, Speech Communication, vol.40, issue.3, pp.387-407, 2003. ,
DOI : 10.1016/S0167-6393(02)00126-7
A Probabilistic Description of Man-Machine Spoken Communication, 2005 IEEE International Conference on Multimedia and Expo, 2005. ,
DOI : 10.1109/ICME.2005.1521447
Learning User Simulations for Information State Update Dialogue Systems, Eurospeech, 2005. ,
EVALUATING EFFECTIVENESS AND PORTABILITY OF REINFORCEMENT LEARNED DIALOGUE STRATEGIES WITH REAL USERS: THE TALK TOWNINFO EVALUATION, 2006 IEEE Spoken Language Technology Workshop, 2006. ,
DOI : 10.1109/SLT.2006.326774
Cluster-based user simulations for learning dialogue strategies and the super evaluation metric, Proceedings of Interspeech/ICSLP, 2006. ,
A survey of statistical user simulation techniques for reinforcement-learning of dialogue management strategies, The Knowledge Engineering Review, vol.21, issue.02, pp.97-126, 2006. ,
DOI : 10.1017/S0269888906000944
User simulation for spoken dialogue systems: Learning and evaluation, Proc. Interspeech'06, 2006. ,
D4.1: Integration of Learning and Adaptivity with the ISU approach Paradise: A framework for evaluating spoken dialogue agents, Proc. of the 35th Annual Meeting of the Association for Computational Linguistics, pp.271-280, 1997. ,
Planning and acting under uncertainty: A new model for spoken dialogue system, Proc 17th Conf on Uncertainty in AI, 2001. ,
Partially Observable Markov Decision Processes with Continuous Observations for Dialogue Management, Proceedings of the 6th SigDial Workshop on Discourse and Dialogue, 2005. ,
DOI : 10.1007/978-1-4020-6821-8_8
Factored Partially Observable Markov Decision Processes for Dialogue Management, 4th Workshop on Knowledge and Reasoning in Practical Dialog Systems, International Joint Conference on Artificial Intelligence (IJCAI), 2005. ,
User modeling for spoken dialogue system evaluation, 1997 IEEE Workshop on Automatic Speech Recognition and Understanding Proceedings, 1997. ,
DOI : 10.1109/ASRU.1997.658991
Asr system modeling for automatic evaluation and optimization of dialogue systems, Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, 2002. ,
Consistent Goal-Directed User Model for Realisitc Man-Machine Task-Oriented Spoken Dialogue Simulation, 2006 IEEE International Conference on Multimedia and Expo, 2006. ,
DOI : 10.1109/ICME.2006.262563
Dynamic Bayesian Networks for NLU Simulation with Applications to Dialog Optimal Strategy Learning, 2006 IEEE International Conference on Acoustics Speed and Signal Processing Proceedings, 2006. ,
DOI : 10.1109/ICASSP.2006.1659954
Human-computer dialogue simulation using hidden Markov models, IEEE Workshop on Automatic Speech Recognition and Understanding, 2005., 2005. ,
DOI : 10.1109/ASRU.2005.1566485
Quantitative evaluation of user simulation techniques for spoken dialogue systems, Proc. SIGdial'05, 2005. ,
DIALOGUE CONTEXT-BASED RE-RANKING OF ASR HYPOTHESES, 2006 IEEE Spoken Language Technology Workshop, 2006. ,
DOI : 10.1109/SLT.2006.326845
Combining acoustic and pragmatic features to predict recognition performance in spoken dialogue systems, Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics , ACL '04, pp.344-351, 2004. ,
DOI : 10.3115/1218955.1218999
Nbest Speech Hypotheses Reordering Using Linear Regression, Proceedings of EuroSpeech 2001, pp.1829-1832, 2001. ,
SPoT, Second meeting of the North American Chapter of the Association for Computational Linguistics on Language technologies 2001 , NAACL '01, 2001. ,
DOI : 10.3115/1073336.1073339
Trainable sentence planning for complex information presentation in spoken dialog systems, Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics , ACL '04, 2004. ,
DOI : 10.3115/1218955.1218966
Semantic processing using the Hidden Vector State model, Computer Speech & Language, vol.19, issue.1, pp.85-106, 2005. ,
DOI : 10.1016/j.csl.2004.03.001