A survey on metrics for the evaluation of user simulations von Pietquin, Olivier, Hastie, Helen

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Speak, Read and Prompt: High-Fidelity Text-to-Speech with Minimal Supervision von Kharitonov, Eugene, Vincent, Damien, Borsos, Zalán, Marinier, Raphaël, Girgin, Sertan, Pietquin, Olivier, Sharifi, Matt, Tagliasacchi, Marco, Zeghidour, Neil

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Sample-efficient batch reinforcement learning for dialogue management optimization von Pietquin, Olivier, Geist, Matthieu, Chandramohan, Senthilkumar, Frezza-Buet, Hervé

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Optimism in Active Learning von Collet, Timothé, Pietquin, Olivier

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Bridging the Gap Between Imitation Learning and Inverse Reinforcement Learning von Piot, Bilal, Geist, Matthieu, Pietquin, Olivier

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Algorithmic Survey of Parametric Value Function Approximation von Geist, M., Pietquin, O.

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Introduction to special issue on machine learning for adaptivity in spoken dialogue systems von Lemon, Oliver, Pietquin, Olivier

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Boosted Bellman Residual Minimization Handling Expert Demonstrations von Piot, Bilal, Geist, Matthieu, Pietquin, Olivier

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Kalman Temporal Differences von Geist, M., Pietquin, O.

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AudioLM : a Language Modeling Approach to Audio Generation von Borsos, Zalan, Marinier, Raphael, Vincent, Damien, Kharitonov, Eugene, Pietquin, Olivier, Sharifi, Matt, Roblek, Dominik, Teboul, Olivier, Grangier, David, Tagliasacchi, Marco, Zeghidour, Neil

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A Comprehensive Reinforcement Learning Framework for Dialogue Management Optimization von Daubigney, L., Geist, M., Chandramohan, S., Pietquin, O.

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A probabilistic framework for dialog simulation and optimal strategy learning von Pietquin, O., Dutoit, T.

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Machine Learning for Spoken Dialogue Management: An Experiment with Speech-Based Database Querying von Pietquin, Olivier

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A Cascaded Supervised Learning Approach to Inverse Reinforcement Learning von Klein, Edouard, Piot, Bilal, Geist, Matthieu, Pietquin, Olivier

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Reward Shaping for Statistical Optimisation of Dialogue Management von El Asri, Layla, Laroche, Romain, Pietquin, Olivier

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The learning of longitudinal human driving behavior and driver assistance strategies von Eilers, Mark, Möbus, Claus, Tango, Fabio, Pietquin, Olivier

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Independent component analysis-based artefact reduction: application to the electrocardiogram for improved magnetic resonance imaging triggering von Oster, Julien, Pietquin, Olivier, Abächerli, Roger, Kraemer, Michel, Felblinger, Jacques

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User and Noise Adaptive Dialogue Management Using Hybrid System Actions von Chandramohan, Senthilkumar, Pietquin, Olivier

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NatureLM-audio: an Audio-Language Foundation Model for Bioacoustics von Robinson, David, Miron, Marius, Hagiwara, Masato, Pietquin, Olivier

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Off-policy learning in large-scale POMDP-based dialogue systems von Daubigney, L., Geist, M., Pietquin, O.

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