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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
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
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
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-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
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
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
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-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-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⟩
hal-01258820v1  Conference papers
Matthieu Geist. A multiplicative UCB strategy for Gamma rewards
European Workshop on Reinforcement Learning, 2015, Lille, France
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
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⟩
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-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