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Machine Learning for Spoken Dialogue Systems

 Olivier Lemon , Olivier Pietquin
European Conference on Speech Communication and Technologies (Interspeech'07), Aug 2007, Anvers, Belgium. pp.2685-2688
Communication dans un congrès hal-00216035v1

A probabilistic framework for dialog simulation and optimal strategy learning

 Olivier Pietquin , T. Dutoit
IEEE Transactions on Audio, Speech and Language Processing, 2006, 14 (2), pp.589-599. ⟨10.1109/TSA.2005.855836⟩
Article dans une revue hal-00207952v1

Segmentation fonctionnelle rénale semi-automatique par quantification vectorielle de séries dynamiques en IRM

 Damien Mandry , Béatrice Chevaillier , Yannick Ponvianne , Jean-Luc Collette , Marie-Agnès Galloy , et al.
JFR 2008, Oct 2008, Paris, France
Communication dans un congrès hal-00351611v1

Annotated Data Archive

 Olivier Pietquin , Helen Hastie , Srinivan Janarthanam , Simon Keizer , Ghislain Putois , et al.
2011
Rapport hal-00652847v1

Batch, Off-policy and Model-free Apprenticeship Learning

 Edouard Klein , Matthieu Geist , Olivier Pietquin
EWRL 2011, Sep 2011, Athens, Greece. pp.1-12
Communication dans un congrès hal-00660623v1

Introduction to the Issue on Advances in Spoken Dialogue Systems and Mobile Interface

 Jason D. Williams , Kai Yu , Brahim Chaïb-Draa , Oliver Lemon , Roberto Pieraccini , et al.
IEEE Journal of Selected Topics in Signal Processing, 2012, 6 (8), pp.889-890. ⟨10.1109/JSTSP.2012.2234401⟩
Article dans une revue hal-00784330v1

Self-Educated Language Agent With Hindsight Experience Replay For Instruction Following

 Geoffrey Cideron , Mathieu Seurin , Florian Strub , Olivier Pietquin
2019
Pré-publication, Document de travail hal-02386585v1
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Show me the Way: Intrinsic Motivation from Demonstrations

 Léonard Hussenot , Robert Dadashi , Matthieu Geist , Olivier Pietquin
AAMAS 2021 - 20th International Conference on Autonomous Agents and Multiagent Systems, May 2021, Virtual, United Kingdom
Communication dans un congrès hal-03162139v1
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Self-Attentional Credit Assignment for Transfer in Reinforcement Learning

 Johan Ferret , Raphaël Marinier , Matthieu Geist , Olivier Pietquin
IJCAI 2020 - 29th International Joint Conference on Artificial Intelligence, Jul 2020, Yokohama / Virtual, Japan
Communication dans un congrès hal-03159832v1
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Online learning and transfer for user adaptation in dialogue systems

 Nicolas Carrara , Romain Laroche , Olivier Pietquin
SIGDIAL/SEMDIAL joint special session on negotiation dialog 2017, Aug 2017, Saarbrücken, Germany
Communication dans un congrès hal-01557775v1
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Boosted Bellman Residual Minimization Handling Expert Demonstrations

 Bilal Piot , Matthieu Geist , Olivier Pietquin
European Conference, ECML PKDD 2014, Sep 2014, Nancy, France. pp.549-564, ⟨10.1007/978-3-662-44851-9_35⟩
Communication dans un congrès hal-01060953v1

Batch, Off-policy and Model-Free Apprenticeship Learning

 Edouard Klein , Matthieu Geist , Olivier Pietquin
IJCAI Workshop on Agents Learning Interactively from Human Teachers (ALIHT 2011), Jun 2011, Barcelona, Spain. 6 p
Communication dans un congrès hal-00596370v1
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Comparaison de mesures de voisment/non-voisement dans les signaux de parole

 Stéphane Rossignol , Olivier Pietquin
GRETSI 2011, Sep 2011, Bordeaux, France. pp.1-5
Communication dans un congrès hal-00652452v1

Fictitious Play for Mean Field Games: Continuous Time Analysis and Applications

 Sarah Perrin , Julien Pérolat , Mathieu Laurière , Matthieu Geist , Romuald Elie , et al.
2020
Pré-publication, Document de travail hal-02931977v1

EMD decomposition to discriminate nasal vs. oral vowels in French

 Mohamed Reda Saïdi , Olivier Pietquin , Régine André-Obrecht
SPECOM 2009, Jun 2009, Saint-Pétersbourg, Russia. (5 p.)
Communication dans un congrès hal-00437066v1

Application of the EMD decomposition to discriminate nasalized vs. vowels phones in French

 Mohamed Reda Saïdi , Olivier Pietquin , Régine André-Obrecht
SPPRA 2010, Feb 2010, Innsbruck, Austria. pp.128-132
Communication dans un congrès hal-00459657v1

A Theory of Regularized Markov Decision Processes

 Matthieu Geist , Bruno Scherrer , Olivier Pietquin
ICML 2019 - Thirty-sixth International Conference on Machine Learning, Jun 2019, Long Island, United States
Communication dans un congrès hal-02273741v1

On the Use of Non-Stationary Strategies for Solving Two-Player Zero-Sum Markov Games

 Julien Pérolat , Bilal Piot , Bruno Scherrer , Olivier Pietquin
19th International Conference on Artificial Intelligence and Statistics (AISTATS 2016), May 2016, Cadiz, Spain
Communication dans un congrès hal-01291495v1
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MultiVec: a Multilingual and Multilevel Representation Learning Toolkit for NLP

 Alexandre Bérard , Christophe Servan , Olivier Pietquin , Laurent Besacier
The 10th edition of the Language Resources and Evaluation Conference (LREC), May 2016, Portoroz, Slovenia
Communication dans un congrès hal-01335930v1
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Score-based Inverse Reinforcement Learning

 Layla El Asri , Bilal Piot , Matthieu Geist , Romain Laroche , Olivier Pietquin
International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016), May 2016, Singapore, Singapore
Communication dans un congrès hal-01406886v1

Functional Segmentation of Renal DCE-MRI Sequences Using Vector Quantization Algorithms

 Béatrice Chevaillier , Damien Mandry , Jean-Luc Collette , Michel Claudon , Marie-Agnès Galloy , et al.
Neural Processing Letters, 2011, 34 (1), pp.71-85. ⟨10.1007/s11063-011-9184-y⟩
Article dans une revue istex hal-00598278v1

Optimisation d'un tuteur intelligent à partir d'un jeu de données fixé

 Lucie Daubigney , Matthieu Geist , Olivier Pietquin
JEP 2012, Jun 2012, Grenoble, France. pp.241-248
Communication dans un congrès hal-00749498v1
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Off-policy Learning in Large-scale POMDP-based Dialogue Systems

 Lucie Daubigney , Matthieu Geist , Olivier Pietquin
ICASSP 2012, Mar 2012, Kyoto, Japan. pp.4989-4992
Communication dans un congrès hal-00684819v1

Model-free POMDP optimisation of tutoring systems with echo-state networks

 Lucie Daubigney , Matthieu Geist , Olivier Pietquin
SIGDial 2013, Aug 2013, Metz, France. pp.102-106
Communication dans un congrès hal-00869773v1
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Parametric value function approximation: A unified view

 Matthieu Geist , Olivier Pietquin
ADPRL 2011, Apr 2011, Paris, France. pp.9-16, ⟨10.1109/ADPRL.2011.5967355⟩
Communication dans un congrès hal-00618112v1
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Automation Effects on Driver's Behaviour When Integrating a PADAS and a Distraction Classifier

 Fabio Tango , Lucas Minin , Raghav Aras , Olivier Pietquin
HCI 2011, Jul 2011, Orlando, Florida, United States. pp.503-512, ⟨10.1007/978-3-642-21799-9_56⟩
Communication dans un congrès hal-00618282v1

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

 Olivier Lemon , Olivier Pietquin
ACM - Transactions on Speech and Language Processing, 2011, 7 (3), pp.Article N°3. ⟨10.1145/1966407.1966408⟩
Article dans une revue hal-00598375v1
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Dynamic Bayesian Networks for NLU Simulation with Application to Dialog Optimal Strategy Learning

 Olivier Pietquin , T. Dutoit
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006), Jul 2006, Toulouse, France. pp.49-52
Communication dans un congrès hal-00216013v1

Ordinal Regression for Interaction Quality Prediction

 Layla El Asri , Hatim Khouzaimi , Romain Laroche , Olivier Pietquin
39th International Conference on Acoustics, Speech and Signal Processing (ICASSP2014), May 2014, Florence, Italy. pp.3221 - 3225, ⟨10.1109/ICASSP.2014.6854195⟩
Communication dans un congrès hal-01107499v1

DINASTI : Dialogues with a Negotiating Appointment Setting Interface

 Layla El Asri , Romain Laroche , Olivier Pietquin
9th International Conference on Language Resources and Evaluation (LREC 2014), May 2014, Reykjavik, Iceland
Communication dans un congrès hal-01107496v1
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