Erwan Le Pennec

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 13

Top Topics

Reinforcement Learning

Trained Neural Network

Approximate Dynamic Programming

Top Venues

Publications

Pierre Clavier, Emmanuel Rachelson, Erwan Le Pennec, Matthieu Geist
Bootstrapping Expectiles in Reinforcement Learning. CoRR (2024)
Orso Forghieri, Hind Castel, Emmanuel Hyon, Erwan Le Pennec
Progressive State Space Disaggregation for Infinite Horizon Dynamic Programming. ICAPS (2024)
Paul Monchot, Loic Coquelin, Sébastien Julien Petit, Sébastien Marmin, Erwan Le Pennec, Nicolas Fischer
Input uncertainty propagation through trained neural networks. ICML (2023)
Pierre Clavier, Erwan Le Pennec, Matthieu Geist
Towards Minimax Optimality of Model-based Robust Reinforcement Learning. CoRR (2023)
Pierre Clavier, Stéphanie Allassonnière, Erwan Le Pennec
Robust Reinforcement Learning with Distributional Risk-averse formulation. CoRR (2022)
Amin Dhaou, Antoine Bertoncello, Sébastien Gourvénec, Josselin Garnier, Erwan Le Pennec
Causal and Interpretable Rules for Time Series Analysis. KDD (2021)
Frédéric Logé, Erwan Le Pennec, Habiboulaye Amadou Boubacar
Intelligent Questionnaires Using Approximate Dynamic Programming. i-com 19 (3) (2021)
Frédéric Logé, Erwan Le Pennec, Habiboulaye Amadou Boubacar
Challenging common bolus advisor for self-monitoring type-I diabetes patients using Reinforcement Learning. CoRR (2020)
Rémi Besson, Erwan Le Pennec, Emmanuel Spaggiari, Antoine Neuraz, Julien Stirnemann, Stéphanie Allassonnière
Optimization of a Sequential Decision Making Problem for a Rare Disease Diagnostic Application. ICAART (2) (2020)
Rémi Besson, Erwan Le Pennec, Stéphanie Allassonnière
Learning from Both Experts and Data. Entropy 21 (12) (2019)
Rémi Besson, Erwan Le Pennec, Stéphanie Allassonnière
Learning from both experts and data. CoRR (2019)
Tanguy Levent, Philippe Preux, Erwan Le Pennec, Jordi Badosa, Gonzague Henri, Yvan Bonnassieux
Energy Management for Microgrids: a Reinforcement Learning Approach. ISGT Europe (2019)
Rémi Besson, Erwan Le Pennec, Stéphanie Allassonnière, Julien Stirnemann, Emmanuel Spaggiari, Antoine Neuraz
A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task. CoRR (2018)
Charles Dossal, Erwan Le Pennec, Stéphane Mallat
Bandlet image estimation with model selection. Signal Process. 91 (12) (2011)
Florent Autin, Erwan Le Pennec, Karine Tribouley
Thresholding methods to estimate copula density. J. Multivar. Anal. 101 (1) (2010)
Joseph Salmon, Erwan Le Pennec
NL-Means and aggregation procedures. ICIP (2009)
Erwan Le Pennec, Stéphane Mallat
Bandelet Image Approximation and Compression. Multiscale Model. Simul. 4 (3) (2005)
Erwan Le Pennec, Stéphane Mallat
Sparse geometric image representations with bandelets. IEEE Trans. Image Process. 14 (4) (2005)
Erwan Le Pennec, Stéphane Mallat
Geometrical image compression with bandelets. VCIP (2003)
Erwan Le Pennec, Stéphane Mallat
Bandelet representations for image compression. ICIP (1) (2001)
Erwan Le Pennec, Stéphane Mallat
Image Compression with Geometrical Wavelets. ICIP (2000)