Raphael Fonteneau

21 papers A* 1A 1B 1Journal 10Unranked 8

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