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hal-01332628v1  Conference papers
Cherifa DadStephane VialleMathieu CaujolleJean-Philippe TavellaMichel Ianotto. Scaling of Distributed Multi-Simulations on Multi-Core Clusters
25th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE-2016), Jun 2016, Paris, France
hal-01576347v1  Conference papers
Matthieu GeistBilal PiotOlivier Pietquin. Faut-il minimiser le résidu de Bellman ou maximiser la valeur moyenne ?
Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes (JFPDA 2017), Jul 2017, Caen, France
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hal-01629680v1  Conference papers
Anush ManukyanOlivares-Mendez MiguelHolger VoosMatthieu Geist. Real time degradation identification of UAV using machine learning techniques
International Conference on Unmanned Aircraft Systems (ICUAS), 2017, Miami, United States
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hal-01371499v1  Conference papers
Jean-Philippe TavellaMathieu CaujolleStéphane VialleCherifa DadCharles Tan et al.  Toward an Accurate and Fast Hybrid Multi-Simulation with the FMI-CS Standard
21 st International Conference on: Emerging Technologies and Factory Automation (ETFA-2016), Sep 2016, Berlin, Germany
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hal-01225826v1  Conference papers
Timothé ColletOlivier Pietquin. Optimism in Active Learning with Gaussian Processes
22nd International Conference on Neural Information Processing (ICONIP2015), Nov 2015, Istanbul, Turkey
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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-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-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
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hal-01527682v1  Conference papers
Stéphane VialleJean-Philippe TavellaCherifa DadRemi CorniglionMathieu Caujolle et al.  Scaling FMI-CS Based Multi-Simulation Beyond Thousand FMUs on Infiniband Cluster
12th International Modelica Conference 2017, May 2017, Prague, Czech Republic
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hal-00869801v1  Conference papers
Bilal PiotMatthieu GeistOlivier Pietquin. Learning from Demonstrations: Is It Worth Estimating a Reward Function?
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2013), Sep 2013, Prague, Czech Republic. pp.17-32, ⟨10.1007/978-3-642-40988-2_2⟩
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-01350739v1  Conference papers
Maurizio ManciniLaurent AchEmeline BantegnieTobias BaurNadia Berthouze et al.  Laugh When You’re Winning
9th International Summer Workshop on Multimodal Interfaces (eNTERFACE), Jul 2013, Lisbon, Portugal. pp.50-79, ⟨10.1007/978-3-642-55143-7_3⟩
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hal-01258820v1  Conference papers
Matthieu Geist. A multiplicative UCB strategy for Gamma rewards
European Workshop on Reinforcement Learning, 2015, Lille, France
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hal-00869804v1  Conference papers
Edouard KleinBilal PiotMatthieu GeistOlivier Pietquin. A cascaded supervised learning approach to inverse reinforcement learning
Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2013), Sep 2013, Prague, Czech Republic. pp.1-16, ⟨10.1007/978-3-642-40988-2_1⟩
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hal-01225816v1  Conference papers
Bilal PiotMatthieu GeistOlivier Pietquin. Imitation Learning Applied to Embodied Conversational Agents
4th Workshop on Machine Learning for Interactive Systems (MLIS 2015), Jul 2015, Lille, France
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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-01258499v1  Conference papers
Sylvain Contassot-VivierStéphane Vialle. Algorithmic scheme for hybrid computing with CPU, Xeon-Phi/MIC and GPU devices on a single machine
International Conference on Parallel Computing 2015 (ParCo 2015), Sep 2015, Edinburgh, United Kingdom. pp.1-10
hal-01263242v1  Conference papers
Stéphane VialleSylvain Contassot-VivierPatrick Mercier. Generic algorithmic scheme for 2D stencil applications on hybrid machines
ARCS 2016 - Architecture of Computing Systems , Apr 2016, Nuremberg, Germany
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hal-01154650v1  Conference papers
Thibaut MunzerBilal PiotMatthieu GeistOlivier PietquinManuel Lopes. Inverse Reinforcement Learning in Relational Domains
International Joint Conferences on Artificial Intelligence, Jul 2015, Buenos Aires, Argentina
hal-01155707v1  Conference papers
Virginie GaltierStéphane VialleCherifa DadJean-Philippe TavellaJean-Philippe Lam-Yee-Mui et al.  FMI-Based Distributed Multi-Simulation with DACCOSIM
Symposium on Theory of Modeling and Simulation - TMS'15, Apr 2015, Alexandria, VA, United States. pp.804-811