Raphael Fonteneau

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 6

Top Topics

Reinforcement Learning

Renewable Energy

Markov Decision Processes

Top Venues

Discovery Science

Rev. d'Intelligence Artif.

Publications

David Radu, Mathias Berger, Antoine Dubois, Raphael Fonteneau, Hrvoje Pandzic, Yury Dvorkin, Quentin Louveaux, Damien Ernst
Assessing the Economic Value of Renewable Resource Complementarity for Power Systems: an ENTSO-E Study. CoRR (2020)
Vincent François-Lavet, Guillaume Rabusseau, Joelle Pineau, Damien Ernst, Raphael Fonteneau
On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability (Extended Abstract). IJCAI (2020)
Vincent François-Lavet, Guillaume Rabusseau, Joelle Pineau, Damien Ernst, Raphael Fonteneau
On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability. J. Artif. Intell. Res. 65 (2019)
Mathias Berger, Radu David, Raphael Fonteneau, Robin Henry, Mevludin Glavic, Xavier Fettweis, Marc Le Du, Patrick Panciatici, Lucian Balea, Damien Ernst
Critical Time Windows for Renewable Resource Complementarity Assessment. CoRR (2018)
Vincent François-Lavet, Damien Ernst, Raphael Fonteneau
On overfitting and asymptotic bias in batch reinforcement learning with partial observability. CoRR (2017)
Antoine Dubois, Antoine Wehenkel, Raphael Fonteneau, Frédéric Olivier, Damien Ernst
An App-based Algorithmic Approach for Harvesting Local and Renewable Energy using Electric Vehicles. ICAART (1) (2017)
Raphael Fonteneau, Prashanth L. A.
Simultaneous perturbation algorithms for batch off-policy search. CDC (2014)
Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux
Lipschitz robust control from off-policy trajectories. CDC (2014)
Raphael Fonteneau, Prashanth L. A.
Simultaneous Perturbation Algorithms for Batch Off-Policy Search. CoRR (2014)
Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst
Stratégies d'échantillonnage pour l'apprentissage par renforcement batch. Rev. d'Intelligence Artif. 27 (2) (2013)
Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst
Batch mode reinforcement learning based on the synthesis of artificial trajectories. Ann. Oper. Res. 208 (1) (2013)
Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux
Min Max Generalization for Deterministic Batch Mode Reinforcement Learning: Relaxation Schemes. SIAM J. Control. Optim. 51 (5) (2013)
Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux
Min Max Generalization for Deterministic Batch Mode Reinforcement Learning: Relaxation Schemes CoRR (2012)
Quentin Gemine, Firas Safadi, Raphael Fonteneau, Damien Ernst
Imitative learning for real-time strategy games. CIG (2012)
Francis Maes, Raphael Fonteneau, Louis Wehenkel, Damien Ernst
Policy Search in a Space of Simple Closed-form Formulas: Towards Interpretability of Reinforcement Learning. Discovery Science (2012)
Michael Castronovo, Francis Maes, Raphael Fonteneau, Damien Ernst
Learning Exploration/Exploitation Strategies for Single Trajectory Reinforcement Learning. EWRL (2012)
Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst
Active exploration by searching for experiments that falsify the computed control policy. ADPRL (2011)
Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst
Estimation Monte Carlo sans modèle de politiques de décision. Rev. d'Intelligence Artif. 25 (3) (2011)
Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst
Towards Min Max Generalization in Reinforcement Learning. ICAART (Revised Selected Papers) (2010)
Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst
A Cautious Approach to Generalization in Reinforcement Learning. ICAART (1) (2010)
Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst
Model-Free Monte Carlo-like Policy Evaluation. AISTATS (2010)