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Document type : Conference papers
Deposit type : Fulltext
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Bayesian Credible Intervals for Online and Active Learning of Classification Trees

Timothé Collet , Olivier Pietquin
ADPRL 2015 - Symposium on Adaptive Dynamic Programming and Reinforcement Learning., Dec 2015, Cape Town, South Africa
Conference papers hal-01225850v1
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Softened approximate policy iteration for Markov games

Julien Pérolat , Bilal Piot , Matthieu Geist , Bruno Scherrer , Olivier Pietquin
ICML 2016 - 33rd International Conference on Machine Learning, Jun 2016, New York City, United States
Conference papers hal-01393328v1
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Une technique d'assistance par le bruit pour aider l'opérateur de Teager-Kaiser à suivre une composante fréquentielle perturbée.

Stéphane Rossignol
GRETSI, Sep 2015, Lyon, France. pp.1-4
Conference papers hal-01258535v1
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Scaling of Distributed Multi-Simulations on Multi-Core Clusters

Cherifa Dad , Stephane Vialle , Mathieu Caujolle , Jean-Philippe Tavella , Michel Ianotto
25th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE-2016), Jun 2016, Paris, France
Conference papers hal-01332628v1
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Real time degradation identification of UAV using machine learning techniques

Anush Manukyan , Olivares-Mendez Miguel , Holger Voos , Matthieu Geist
International Conference on Unmanned Aircraft Systems (ICUAS), 2017, Miami, United States
Conference papers hal-01629680v1
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Optimism in Active Learning with Gaussian Processes

Timothé Collet , Olivier Pietquin
22nd International Conference on Neural Information Processing (ICONIP2015), Nov 2015, Istanbul, Turkey
Conference papers hal-01225826v1
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Toward an Accurate and Fast Hybrid Multi-Simulation with the FMI-CS Standard

Jean-Philippe Tavella , Mathieu Caujolle , Stéphane Vialle , Cherifa Dad , Charles Tan , et al.
21 st International Conference on: Emerging Technologies and Factory Automation (ETFA-2016), Sep 2016, Berlin, Germany
Conference papers hal-01371499v1
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Score-based Inverse Reinforcement Learning

Layla El Asri , Bilal Piot , Matthieu Geist , Romain Laroche , Olivier Pietquin
International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016), May 2016, Singapore, Singapore
Conference papers hal-01406886v1
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Scaling FMI-CS Based Multi-Simulation Beyond Thousand FMUs on Infiniband Cluster

Stéphane Vialle , Jean-Philippe Tavella , Cherifa Dad , Remi Corniglion , Mathieu Caujolle , et al.
12th International Modelica Conference 2017, May 2017, Prague, Czech Republic
Conference papers hal-01527682v1
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In the quest of efficient hardware implementations of dynamic neural fields: an experimental study on the influence of the kernel shape

Benoît Chappet de Vangel , Jérémy Fix
Intemational Joint Conference on Neural Networks (IJCNN), Jul 2016, Vancouver, Canada. ⟨10.1109/IJCNN.2016.7727446⟩
Conference papers hal-01482258v1
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Learning from Demonstrations: Is It Worth Estimating a Reward Function?

Bilal Piot , Matthieu Geist , Olivier Pietquin
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⟩
Conference papers hal-00869801v1
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Imitation Learning Applied to Embodied Conversational Agents

Bilal Piot , Matthieu Geist , Olivier Pietquin
4th Workshop on Machine Learning for Interactive Systems (MLIS 2015), Jul 2015, Lille, France
Conference papers hal-01225816v1
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A multiplicative UCB strategy for Gamma rewards

Matthieu Geist
European Workshop on Reinforcement Learning, 2015, Lille, France
Conference papers hal-01258820v1
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A cascaded supervised learning approach to inverse reinforcement learning

Edouard Klein , Bilal Piot , Matthieu Geist , Olivier Pietquin
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⟩
Conference papers hal-00869804v1
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Random Projections: a Remedy for Overfitting Issues in Time Series Prediction with Echo State Networks

Lucie Daubigney , Matthieu Geist , Olivier Pietquin
ICASSP 2013, May 2013, Vancouver, Canada. pp.3253-3257, ⟨10.1109/ICASSP.2013.6638259⟩
Conference papers hal-00869814v1
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Laugh When You’re Winning

Maurizio Mancini , Laurent Ach , Emeline Bantegnie , Tobias Baur , Nadia Berthouze , et al.
9th International Summer Workshop on Multimodal Interfaces (eNTERFACE), Jul 2013, Lisbon, Portugal. pp.50-79, ⟨10.1007/978-3-642-55143-7_3⟩
Conference papers hal-01350739v1
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Inverse Reinforcement Learning in Relational Domains

Thibaut Munzer , Bilal Piot , Matthieu Geist , Olivier Pietquin , Manuel Lopes
International Joint Conferences on Artificial Intelligence, Jul 2015, Buenos Aires, Argentina
Conference papers hal-01154650v1
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Hybrid Co-simulation of FMUs using DEV&DESS in MECSYCO

Benjamin Camus , Virginie Galtier , Mathieu Caujolle , Vincent Chevrier , Julien Vaubourg , et al.
Symposium on Theory of Modeling & Simulation - DEVS Integrative M&S Symposium, Apr 2016, Pasadena, CA, United States. pp.568-575
Conference papers hal-01307616v1