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hal-00826056v1  Conference papers
Sertan Girgin, Philippe Preux. Feature discovery in reinforcement learning using genetic programming
11th European Conference on Genetic Programming (EUROGP), 2008, Naples, Italy. pp.218-229
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inria-00124685v1  Journal articles
Rémi Munos. Performance Bounds in Lp norm for Approximate Value Iteration
SIAM Journal on Control and Optimization, Society for Industrial and Applied Mathematics, 2007
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hal-00826055v1  Conference papers
Sertan Girgin, Philippe Preux. Basis Expansion in Natural Actor Critic Methods
European Workshop on Reinforcement Learning, Jun 2008, Villeneuve d'Ascq, France. pp.110-123
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inria-00120882v4  Reports
Rémi Munos, Csaba Szepesvari. Finite Time Bounds for Sampling-Based Fitted Value Iteration
[Research Report] 2007, pp.46
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inria-00136198v2  Reports
Pierre-Arnaud Coquelin, Rémi Munos. Bandit Algorithms for Tree Search
[Research Report] RR-6141, INRIA. 2007, pp.20
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inria-00272368v2  Reports
Sertan Girgin, Philippe Preux. Incremental Basis Function Expansion in Reinforcement Learning using Cascade-Correlation Networks
[Research Report] RR-6505, INRIA. 2008
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tel-01297386v1  Theses
Victor Gabillon. Budgeted Classification-based Policy Iteration
Machine Learning [stat.ML]. Universite Lille 1, 2014. English
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inria-00187997v2  Reports
Sertan Girgin, Philippe Preux. Feature Discovery in Reinforcement Learning using Genetic Programming
[Research Report] INRIA. 2007
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hal-00772060v1  Journal articles
Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos. Finite-Sample Analysis of Least-Squares Policy Iteration
Journal of Machine Learning Research, Microtome Publishing, 2012, 13, pp.3041-3074
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hal-01337332v2  Preprints, Working Papers, ...
Topalidou Meropi, Daisuke Kase, Thomas Boraud, Nicolas P. Rougier. One critic, two actors: evidence for covert learning in the basal ganglia
2017
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hal-03123999v1  Conference papers
Mathieu Seurin, Florian Strub, Philippe Preux, Olivier Pietquin. A Machine of Few Words Interactive Speaker Recognition with Reinforcement Learning
Conference of the International Speech Communication Association (INTERSPEECH), Oct 2020, Shanghai, China. ⟨10.21437/Interspeech.2020-2892⟩
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hal-01146187v1  Conference papers
Julien Audiffren, Michal Valko, Alessandro Lazaric, Mohammad Ghavamzadeh. Maximum Entropy Semi-Supervised Inverse Reinforcement Learning
International Joint Conference on Artificial Intelligence, Jul 2015, Bueons Aires, Argentina
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hal-01629733v2  Conference papers
Lilian Besson, Emilie Kaufmann. Multi-Player Bandits Revisited
Algorithmic Learning Theory, Mehryar Mohri; Karthik Sridharan, Apr 2018, Lanzarote, Spain
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hal-01840022v1  Preprints, Working Papers, ...
Lilian Besson. SMPyBandits: an Experimental Framework for Single and Multi-Players Multi-Arms Bandits Algorithms in Python
2018
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tel-01749537v1  Theses
Gérard Wagener. Paradigme de pot de miel adaptatif permettant d'étudier et d'évaluer le comportement et compétences des pirates informatiques
Other [cs.OH]. Institut National Polytechnique de Lorraine, 2011. English. ⟨NNT : 2011INPL037N⟩
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hal-00759822v1  Conference papers
Adrien Couetoux, Olivier Teytaud, Hassen Doghmen. Learning a Move-Generator for Upper Con dence Trees
International Computer Symposium 2012, Dec 2012, Hualien, Taiwan
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inria-00384970v1  Conference papers
Julien Perez, Cécile Germain, Balázs Kégl, Charles Loomis. Responsive Elastic Computing
2009 ACM/IEEE Conference on International Conference on Autonomic Computing, Jun 2009, Barcelone, Spain. pp.55-64, ⟨10.1145/1555301.1555311⟩
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tel-01816069v1  Theses
Marc Abeille. Exploration-Exploitation with Thompson Sampling in Linear Systems
Mathematics [math]. Université de Lille 1, 2017. English
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hal-00776608v2  Journal articles
Mohammad Ghavamzadeh, Yaakov Engel, Michal Valko. Bayesian Policy Gradient and Actor-Critic Algorithms
Journal of Machine Learning Research, Microtome Publishing, 2016, 17 (66), pp.1-53
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hal-01234427v1  Conference papers
Aristide Tossou, Christos Dimitrakakis. Algorithms for Differentially Private Multi-Armed Bandits
AAAI 2016, Feb 2016, Phoenix, Arizona, United States
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hal-02305105v3  Conference papers
Yannis Flet-Berliac, Philippe Preux. MERL: Multi-Head Reinforcement Learning
Deep Reinforcement Learning Workshop, NeurIPS, Dec 2019, Vancouver, Canada
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hal-02177808v1  Preprints, Working Papers, ...
Odalric-Ambrym Maillard, Timothy Mann, Ronald Ortner, Shie Mannor. Active Roll-outs in MDP with Irreversible Dynamics
2019
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hal-01401513v1  Journal articles
Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos. Analysis of Classification-based Policy Iteration Algorithms
Journal of Machine Learning Research, Microtome Publishing, 2016, 17, pp.1 - 30
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hal-02295705v3  Preprints, Working Papers, ...
Yannis Flet-Berliac, Philippe Preux. High-Dimensional Control Using Generalized Auxiliary Tasks
2019
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hal-01404304v1  Journal articles
Pierre-Yves Oudeyer, Manuel Lopes, Celeste Kidd, Jacqueline Gottlieb. Curiosity and Intrinsic Motivation for Autonomous Machine Learning
ERCIM News, ERCIM, 2016, 107, pp.2
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hal-01569447v1  Conference papers
Julian Krebs, Tommaso Mansi, Hervé Delingette, Li Zhang, Florin Ghesu et al.  Robust non-rigid registration through agent-based action learning
Medical Image Computing and Computer Assisted Interventions (MICCAI), Sep 2017, Quebec, Canada. pp.344-352, ⟨10.1007/978-3-319-66182-7_40⟩
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hal-01252744v1  Conference papers
Topalidou Meropi, Daisuke Kase, Thomas Boraud, Nicolas P. Rougier. The formation of habits: a computational model mixing reinforcement and Hebbian learning
The Multi-disciplinary Conference on Reinforcement Learning and Decision Making (RLDM 2015), Jun 2015, Edmonton, Canada
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hal-01350651v1  Conference papers
Matthieu Zimmer, Yann Boniface, Alain Dutech. Neural Fitted Actor-Critic
ESANN 2016 - Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2016, Bruges, Belgium
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hal-02903045v1  Other publications
Frédéric Logé, Erwan Le Pennec, Habiboulaye Amadou-Boubacar. Challenging common bolus advisor for self-monitoring type-I diabetes patients using Reinforcement Learning
2020, ⟨10.1145/nnnnnnn.nnnnnnn⟩
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hal-00793610v1  Journal articles
Pierre-Yves Oudeyer, Frédéric Kaplan, Véréna Hafner. Intrinsic Motivation for Autonomous Mental Development
IEEE Transactions on Evolutionary Computation, Institute of Electrical and Electronics Engineers, 2007, 11 (2), pp.265-286. ⟨10.1109/TEVC.2006.890271⟩