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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