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hal-03468875v1  Conference papers
Shideh RezaeifarRobert DadashiNino VieillardLéonard HussenotOlivier Bachem et al.  Offline Reinforcement Learning as Anti-Exploration
AAAI 2022 - 36th AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence (AAAI), Feb 2022, Vancouver, Canada
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hal-03285178v1  Conference papers
Waldez GomesPauline MauriceN SettembreJ TheurelL Wioland et al.  Biomechanical effects of using a passive back support exoskeleton during prone-positioning maneuver: A pilot study
SB 2021 - 46th Congress of the Society of Biomechanics, Oct 2021, Saint-Etienne, France
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hal-03137133v1  Conference papers
Serena IvaldiPauline MauriceWaldez GomesJean TheurelLiên Wioland et al.  Using exoskeletons to assist medical staff during prone positioning of mechanically ventilated COVID-19 patients: a pilot study
AHFE 2021 - 12th International Conference on Applied Human Factors and Ergonomics, Jul 2021, New York, United States. pp.88, ⟨10.1007/978-3-030-80744-3_12⟩
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hal-03322831v1  Conference papers
Runbo SuArbia SfarEnrico NatalizioPascal MoyalYe-Qiong Song. PDTM: Phase-based dynamic trust management for Internet of things
ICCCN 2021 - 30th International Conference on Computer Communications and Networks, Jul 2021, Athens/Virtual, Greece. pp.1-7, ⟨10.1109/ICCCN52240.2021.9522234⟩
hal-03468847v1  Conference papers
Robert DadashiShideh RezaeifarNino VieillardLéonard HussenotOlivier Pietquin et al.  Offline Reinforcement Learning with Pseudometric Learning
ICML 2021 - 38th International Conference on Machine Learning, Jun 2021, virtual, France
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hal-03328366v1  Conference papers
Nassim SahkiAnne Gégout-PetitSophie Wantz-Mézières. Détection de ruptures dans les signaux EMG de l'activité musculaire du trapèze supérieur
JDS 2021 - 52èmes Journées de Statistique de la SFdS, Jun 2021, Nice / Virtual, France
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hal-01710663v2  Journal articles
Nicolas ChampagnatRené SchottDenis Villemonais. Analysis of distributed systems via quasi-stationary distributions
Stochastic Analysis and Applications, Taylor & Francis: STM, Behavioural Science and Public Health Titles, 2021, 36 (6), pp.981-998. ⟨10.1080/07362994.2020.1861952⟩
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hal-03109552v1  Conference papers
Yael KolasaEliott GandioleThierry Bastogne. Quality-by-design development of a patient mobility e-monitoring system
2nd EAI International Conference on Wearables in Healthcare, EAI HealthWear 2020, Dec 2020, Virtual, France
hal-03468859v1  Conference papers
Nino VieillardOlivier PietquinMatthieu Geist. Munchausen Reinforcement Learning
NeurIPS, Dec 2020, Vancouver (online), Canada
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hal-03137351v1  Conference papers
Nino VieillardTadashi KozunoBruno ScherrerOlivier PietquinRémi Munos et al.  Leverage the Average: an Analysis of KL Regularization in Reinforcement Learning
NeurIPS - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Online, Canada
hal-03024433v1  Conference papers
Cyril BrzenczekSophie Wantz-MézièresYann GaudeauMarie BlonskiFabien Rech et al.  An original MRI-based method to quantify the diffuse low-grade glioma brain infiltration
10th International Conference on Image Processing Theory, Tools and Applications, IPTA’20, Nov 2020, Paris, France
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hal-03137343v1  Conference papers
Nino VieillardBruno ScherrerOlivier PietquinMatthieu Geist. Momentum in Reinforcement Learning
AISTATS 2020 - 23rd International Conference on Artificial Intelligence and Statistics, Aug 2020, Palermo / Virtual, Italy
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hal-02568428v1  Conference papers
Yaël KolasaThierry BastogneJean-Philippe GeorgesSylvain Kubler. Quality-by-design-engineered pBFT consensus configuration for medical device development
42nd Engineering in Medicine and Biology Conference, EMBC 2020, Jul 2020, Montreal, Canada
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hal-02278090v1  Conference papers
Benoît LallouéJean-Marie MonnezEliane Albuisson. Streaming constrained binary logistic regression with online standardized data
SFC 2019 - XXVIe Rencontres de la Société Francophone de Classification, Sep 2019, Nancy, France
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hal-02289501v1  Conference papers
Nassim SahkiAnne Gégout-PetitSophie Wantz-Mézières. New detection thresholds and stop rules for CUSUM online detection
ENBIS 2019 - 19th Annual Conference of the European Network for Business and Industrial Statistics., Sep 2019, Budapest, Hungary
hal-03270271v1  Conference papers
Jérémie GaidamourXavier Antoine. A parallel framework for the numerical simulation of Bose–Einstein condensates
International Conference on Scientific Computation and Differential Equations (SciCADE), Jul 2019, Innsbruck, Austria
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hal-02195799v1  Conference papers
Nicolas GauvilleNazim FatèsIrène Marcovici. Diagnostic décentralisé à l'aide d'automates cellulaires
JFSMA 2019 - 27emes Journées Francophones sur les Systèmes Multi-Agents, Institut de Recherche en informatique de Toulouse et l'Association française pour l'Intelligence Artificielle, Jul 2019, Toulouse, France. pp.96-105
hal-03560926v1  Conference papers
Alexandre BazinGiacomo Kahn. Reduction and Introducers in d-contexts
ICFCA 2019 - 15th International Conference on Formal Concept Analysis, Jun 2019, Frankfurt, Germany. pp.73-88, ⟨10.1007/978-3-030-21462-3_6⟩
hal-02273741v1  Conference papers
Matthieu GeistBruno ScherrerOlivier Pietquin. A Theory of Regularized Markov Decision Processes
ICML 2019 - Thirty-sixth International Conference on Machine Learning, Jun 2019, Long Island, United States
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hal-02289680v1  Conference papers
Nassim SahkiAnne Gégout-PetitSophie Wantz-Mézières. Détection statistique de rupture dans le cadre online
JdS 2019 - 51èmes Journées de Statistique, Jun 2019, Nancy, France
hal-02164364v1  Journal articles
Romain AzaïsGuillaume CeruttiDidier GemmerléFlorian Ingels. Treex : a Python package for manipulating rooted trees
Journal of Open Source Software, Open Journals, 2019, 4 (38), pp.1-2. ⟨10.21105/joss.01351⟩
hal-02273713v1  Conference papers
Yonathan EfroniGal DalalBruno ScherrerShie Mannor. How to Combine Tree-Search Methods in Reinforcement Learning
AAAI 19 - Thirty-Third AAAI Conference on Artificial Intelligence, Jan 2019, Honolulu, Hawai, United States
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hal-01966351v1  Book sections
Cyril MokraniBossy MireilleMarcos Di IorioAntoine Rousseau. Numerical Modelling of Hydrokinetic Turbines Immersed in Complex Topography using Non-Rotative Actuator Discs
Three Years Promoting the Development of Marine Renewable Energy in Chile 2015 - 2018, MERIC-Marine Energy and Innovation Center, 2019, 978-956-09327-0-9
hal-03270285v1  Conference papers
Jérémie GaidamourXavier Antoine. A parallel computation of the stationary states of rotating Bose-Einstein condensates using an iterative pseudo-spectral method
Workshop on Mathematical and Computational Methods for Quantum Systems, Dec 2018, Montreal, Canada
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hal-01927962v1  Conference papers
Yonathan EfroniGal DalalBruno ScherrerShie Mannor. Multiple-step greedy policies in online and approximate reinforcement learning
NeurIPS 2018 - Thirty-second Conference on Neural Information Processing Systems, Dec 2018, Montréal, Canada
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hal-01900309v1  Conference papers
Axel ModaveXavier AntoineChristophe Geuzaine. An efficient domain decomposition method with cross-point treatment for Helmholtz problems
XXXIX Ibero-Latin American Congress on Computational Methods in Engineering, Nov 2018, Compiègne/Paris, France
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hal-01922137v1  Conference papers
Maria BoritchevMaxime Amblard. Coffee or tea? Yes
The 22nd workshop on the Semantics and Pragmatics of Dialogue, Laurent Prévot, Magalie Ochs and Benoît Favre, Nov 2018, Aix-en-Provence, France
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hal-01931714v1  Poster communications
Marcos Di IorioBossy MireilleCyril MokraniAntoine Rousseau. Particle tracking methodology for Lagrangian numerical simulations
Wave and Tidal - 3rd International Workshop, Nov 2018, Valdivia, Chile
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hal-01927977v1  Conference papers
Yonathan EfroniGal DalalBruno ScherrerShie Mannor. Convergence of Online and Approximate Multiple-Step Lookahead Policy Iteration
EWRL 2018 - 14th European workshop on Reinforcement Learning, Oct 2018, Lille, France
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hal-01928142v1  Conference papers
Matthieu GeistBruno Scherrer. Anderson acceleration for reinforcement learning
EWRL 2018 - 4th European workshop on Reinforcement Learning, Oct 2018, Lille, France
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hal-01925675v1  Conference papers
Yaël KolasaJean-Philippe GeorgesThierry Bastogne. Computer-aided design of ECG telemetry systems for online cardiac monitoring
Annual Meeting of Safety Pharmacology Society, SPS 2018, Sep 2018, Washington DC, United States
hal-01915726v1  Conference papers
Nassim SahkiAnne Gégout-PetitSophie Wantz-Mézières. Change-point detection methods in the online context
ENBIS 2018 - 18th Annual Conference of the European Network for Business and Industrial Statistics, Sep 2018, Nancy, France
hal-01961722v1  Book sections
Marianne ClauselJean-Baptiste Durand. Modèles génératifs
Data Science. Cours et exercices, Eyrolles, 2018, 978-2-212-67410-1
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hal-01927939v1  Conference papers
Yonathan EfroniGal DalalBruno ScherrerShie Mannor. Beyond the one-step greedy approach in reinforcement learning
ICML 2018 - 35th International Conference on Machine Learning, Jul 2018, Stockholm, Sweden
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hal-01824876v1  Conference papers
Irène MarcoviciThomas StollPierre-Adrien Tahay. Construction of Some Nonautomatic Sequences by Cellular Automata
AUTOMATA 2018 - 24th International Workshop on Cellular Automata and Discrete Complex Systems, Jun 2018, Ghent, Belgium. pp.113-126, ⟨10.1007/978-3-319-92675-9_9⟩
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hal-01925649v1  Conference papers
Yaël KolasaThierry BastogneJean-Philippe Georges. Simulation and sensitivity analysis of sensors network for cardiac monitoring
8th International Digital Health Conference, DH2018, Apr 2018, Lyon, France
hal-01697596v1  Conference papers
Cyril MokraniBossy MireilleAntoine Rousseau. Towards a first validation of the SDM model for marine flows
Simulation et Optimisation pour les Energies Marines Renouvelables, Jan 2018, Paris, France
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hal-01697815v3  Book sections
Bossy MireilleAurore DupréDrobinski PhilippeLaurent VioleauChristian Briard. Stochastic Lagrangian approach for wind farm simulation
Forecasting and Risk Management of Renewable Energy, pp.45--71, 2018, 978-3-319-99051-4. ⟨10.1007/978-3-319-99052-1_3⟩
hal-02278033v1  Journal articles
Shane GriffithGeorges ChahineCedric Pradalier. Symphony Lake Dataset
The International Journal of Robotics Research, SAGE Publications, 2017, 36 (11), pp.1151-1158. ⟨10.1177/0278364917730606⟩
hal-01205739v1  Journal articles
Jean-Baptiste TylczThierry BastogneAlexia BourguignonCéline FrochotMuriel Barberi-Heyob. Realtime tracking of the photobleaching trajectory during photodynamic therapy
IEEE Transactions on Biomedical Engineering, Institute of Electrical and Electronics Engineers, 2017, 64 (8), pp.1742-1749. ⟨10.1109/TBME.2016.2620239⟩
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hal-01428962v1  Conference papers
Baldwin DumortierEmmanuel VincentMadalina Deaconu. Recursive Bayesian estimation of the acoustic noise emitted by wind farms
2017 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)., Mar 2017, New Orleans, United States
hal-02278048v1  Journal articles
Oliver GlauserBenedek VartokWan-Chun MaDaniele PanozzoAlec Jacobson et al.  Rig animation with a tangible and modular input device
Interactions, Association for Computing Machinery, 2017, 24 (2), pp.16-17. ⟨10.1145/3041959⟩
hal-01466800v1  Journal articles
Maxime Amblard. Regard sur « Le temps des algorithmes »
Interstices, INRIA, 2017
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hal-01169436v2  Journal articles
Christophe LacaveTakéo Takahashi. Small moving rigid body into a viscous incompressible fluid
Archive for Rational Mechanics and Analysis, Springer Verlag, 2017, 223 (3), pp.1307--1335. ⟨10.1007/s00205-016-1058-z⟩
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hal-00954365v3  Journal articles
Razvan BarbulescuLachand Armand. Some mathematical remarks on the polynomial selection in NFS
Mathematics of Computation, American Mathematical Society, 2017, 86, pp.397-418. ⟨10.1090/mcom/3112⟩
hal-01401140v2  Journal articles
Bossy MireilleJose EspinaJacques MoriceCristian ParisAntoine Rousseau. Modeling the wind circulation around mills with a Lagrangian stochastic approach
SMAI Journal of Computational Mathematics, Société de Mathématiques Appliquées et Industrielles (SMAI), 2016, 2, pp.177-214 ⟨10.5802/smai-jcm.13⟩
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hal-01316879v1  Conference papers
Meriem Ben AbdallahMarie BlonskiSophie Wantz-MézièresYann GaudeauLuc Taillandier et al.  Statistical evaluation of manual segmentation of a diffuse low-grade glioma MRI dataset
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC’16, Aug 2016, Orlando, Florida, United States
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hal-01316865v1  Conference papers
Meriem Ben AbdallahMarie BlonskiSophie Wantz-MézièresYann GaudeauLuc Taillandier et al.  Predictive models for diffuse low-grade glioma patients under chemotherapy
38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC’16, Aug 2016, Orlando, Florida, United States
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tel-01400208v1  Habilitation à diriger des recherches
Bruno Scherrer. Contributions algorithmiques au contrôle optimal stochastique à temps discret et horizon infini
Optimisation et contrôle [math.OC]. Université de Lorraine (Nancy), 2016
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hal-01393328v1  Conference papers
Julien PérolatBilal PiotMatthieu GeistBruno ScherrerOlivier Pietquin. Softened approximate policy iteration for Markov games
ICML 2016 - 33rd International Conference on Machine Learning, Jun 2016, New York City, United States
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hal-01316799v1  Conference papers
Meriem Ben AbdallahMarie BlonskiSophie Wantz-MézièresYann GaudeauLuc Taillandier et al.  Modèles prédictifs pour les gliomes diffus de bas grade sous chimiothérapie
18e Colloque Compression et Représentation des Signaux Audiovisuels, CORESA 2016, May 2016, Nancy, France
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hal-01316788v1  Conference papers
Meriem Ben AbdallahMarie BlonskiSophie Wantz-MézièresYann GaudeauLuc Taillandier et al.  Evaluation statistique de la segmentation manuelle de données IRM de gliomes diffus de bas grade
18e Colloque Compression et Représentation des Signaux Audiovisuels, CORESA 2016, May 2016, Nancy, France
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hal-01406886v1  Conference papers
Layla El AsriBilal PiotMatthieu GeistRomain LarocheOlivier Pietquin. Score-based Inverse Reinforcement Learning
International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016), May 2016, Singapore, Singapore
hal-01291495v1  Conference papers
Julien PérolatBilal PiotBruno ScherrerOlivier Pietquin. On the Use of Non-Stationary Strategies for Solving Two-Player Zero-Sum Markov Games
19th International Conference on Artificial Intelligence and Statistics (AISTATS 2016), May 2016, Cadiz, Spain
hal-01321281v1  Conference papers
Mériem Ben AbdallahMarie BlonskiSophie Wantz-MézièresYann GaudeauLuc Taillandier et al.  Modèles prédictifs pour les gliomes diffus de bas grade sous chimiothérapie
Modélisation biostatistique et biomathématique des données d'imagerie en cancérologie, Cancéropôle Grand Sud-Ouest, Apr 2016, Bordeaux, France
hal-01205738v1  Conference papers
Levy BatistaThierry BastogneEl-Hadi Djermoune. Identification of dynamical biological systems based on mixed-effect models
31st ACM Symposium on Applied Computing, Apr 2016, Pisa, Italy
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hal-01307616v1  Conference papers
Benjamin CamusVirginie GaltierMathieu CaujolleVincent ChevrierJulien Vaubourg et al.  Hybrid Co-simulation of FMUs using DEV&DESS in MECSYCO
Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium, Apr 2016, Pasadena, CA, United States. pp.568-575
hal-01326803v1  Journal articles
Paul RetifThierry BastogneMuriel Barberi-Heyob. Robustness analysis of a Geant4-Gate simulator for nano-radiosensitizers characterization
IEEE Transactions on NanoBioscience, Institute of Electrical and Electronics Engineers, 2016, 15 (3), pp.209-217. ⟨10.1109/TNB.2016.2527720⟩
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hal-01394707v1  Poster communications
Romain AzaïsJean-Baptiste DurandChristophe Godin. Lossy compression of unordered rooted trees
DCC 2016 - Data Compression Conference, Mar 2016, Snowbird, Utah, United States. ⟨10.1109/DCC.2016.73⟩
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hal-01280932v1  Conference papers
Maxime Amblard. L'informaticien face au traitement du langage : que peut-on faire et que croit-on que nous faisons ?
Séminaire 2015/2016 « Images du savoir pratique : les figures de l’informaticien et du médecin dans les récits de fiction populaire contemporains, Feb 2016, Strasbourg, France
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hal-00829532v4  Journal articles
Bruno Scherrer. Improved and generalized upper bounds on the complexity of policy iteration
Mathematics of Operations Research, INFORMS, 2016, 41 (3), pp.758-774. ⟨10.1287/moor.2015.0753⟩
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hal-01256738v1  Reports
Benjamin CamusVirginie GaltierMathieu CaujolleVincent ChevrierJulien Vaubourg et al.  Hybrid Co-simulation of FMUs using DEV&DESS in MECSYCO
[Research Report] Université de Lorraine, CNRS, Inria, LORIA, UMR 7503; CentraleSupélec UMI GT-CNRS 2958 Université Paris-Saclay; EDF - R&D MIRE/R44. 2016
hal-01406873v1  Conference papers
Layla El AsriRomain LarocheOlivier Pietquin. Compact and Interpretable Dialogue State Representation with Genetic Sparse Distributed Memory
7th International Workshop on Spoken Dialogue Systems (IWSDS 2016), Jan 2016, Saariselka, Finland
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hal-01188684v2  Book sections
Maxime AmblardAmine Boumaza. Robots humains, avez-donc une réalité ?
Marlena Jankowska; Mirosław Pawełczyk; Sylvie Allouche; Marcin Kulawiak. AI: Philosophy, Geoinformatics & Law, IUS PUBLICUM, pp.14, 2015
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hal-01225850v1  Conference papers
Timothé ColletOlivier Pietquin. Bayesian Credible Intervals for Online and Active Learning of Classification Trees
ADPRL 2015 - Symposium on Adaptive Dynamic Programming and Reinforcement Learning., Dec 2015, Cape Town, South Africa
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hal-01251968v1  Conference papers
César BernardiniThomas SilverstonOlivier Festor. A Comparison of Caching Strategies for Content Centric Networking
IEEE Global Communication Conference, Dec 2015, San Diego, United States