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ORCIDRaphaël Fonteneau
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- affiliation: University of Liège, Montefiore Institute
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2020 – today
- 2020
[c19]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: 5055-5059- [i8]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 abs/2011.07514 (2020)
2010 – 2019
- 2019
- [j6]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: 1-30 (2019) - 2018
- [i7]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 abs/1812.02809 (2018) - [i6]David Radu, Mathias Berger, Raphaël Fonteneau, Simon Hardy, Xavier Fettweis, Marc Le Du, Patrick Panciatici, Lucian Balea, Damien Ernst:
Complementarity Assessment of South Greenland Katabatic Flows and West Europe Wind Regimes. CoRR abs/1812.02827 (2018) - 2017
- [c18]Michael Castronovo, Vincent François-Lavet, Raphaël Fonteneau, Damien Ernst, Adrien Couëtoux:
Approximate Bayes Optimal Policy Search using Neural Networks. ICAART (2) 2017: 142-153 - [c17]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: 322-327 - [i5]Vincent François-Lavet, Damien Ernst, Raphael Fonteneau:
On overfitting and asymptotic bias in batch reinforcement learning with partial observability. CoRR abs/1709.07796 (2017) - 2016
- [c16]D. Taralla, Z. Qiu, Antonio Sutera, Raphaël Fonteneau, Damien Ernst:
Decision Making from Confidence Measurement on the Reward Growth using Supervised Learning - A Study Intended for Large-scale Video Games. ICAART (2) 2016: 264-271 - [c15]Quentin Gemine, Bertrand Cornélusse, Mevludin Glavic, Raphaël Fonteneau, Damien Ernst:
A Gaussian mixture approach to model stochastic processes in power systems. PSCC 2016: 1-7 - 2015
- [j5]Firas Safadi, Raphaël Fonteneau, Damien Ernst:
Artificial Intelligence in Video Games: Towards a Unified Framework. Int. J. Comput. Games Technol. 2015: 271296:1-271296:30 (2015) - [c14]Samy Aittahar, Vincent François-Lavet, Stefan Lodeweyckx, Damien Ernst, Raphaël Fonteneau:
Imitative Learning for Online Planning in Microgrids. DARE 2015: 1-15 - [i4]Michael Castronovo, Damien Ernst, Adrien Couëtoux, Raphaël Fonteneau:
Benchmarking for Bayesian Reinforcement Learning. CoRR abs/1509.04064 (2015) - [i3]Vincent François-Lavet, Raphaël Fonteneau, Damien Ernst:
How to Discount Deep Reinforcement Learning: Towards New Dynamic Strategies. CoRR abs/1512.02011 (2015) - 2014
- [c13]Vincent François-Lavet, Raphaël Fonteneau, Damien Ernst:
Using approximate dynamic programming for estimating the revenues of a hydrogen-based high-capacity storage device. ADPRL 2014: 1-8 - [c12]Raphael Fonteneau, Prashanth L. A.:
Simultaneous perturbation algorithms for batch off-policy search. CDC 2014: 2622-2627 - [c11]Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux:
Lipschitz robust control from off-policy trajectories. CDC 2014: 4924-4931 - [i2]Raphael Fonteneau, Prashanth L. A.:
Simultaneous Perturbation Algorithms for Batch Off-Policy Search. CoRR abs/1403.4514 (2014) - 2013
- [j4]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): 383-416 (2013) - [j3]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Stratégies d'échantillonnage pour l'apprentissage par renforcement batch. Rev. d'Intelligence Artif. 27(2): 171-194 (2013) - [j2]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): 3355-3385 (2013) - [c10]Raphaël Fonteneau, Lucian Busoniu, Rémi Munos:
Optimistic planning for belief-augmented Markov Decision Processes. ADPRL 2013: 77-84 - [c9]Gunnar Kedenburg, Raphaël Fonteneau, Rémi Munos:
Aggregating Optimistic Planning Trees for Solving Markov Decision Processes. NIPS 2013: 2382-2390 - 2012
- [c8]Quentin Gemine, Firas Safadi, Raphael Fonteneau, Damien Ernst:
Imitative learning for real-time strategy games. CIG 2012: 424-429 - [c7]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: 37-51 - [c6]Michael Castronovo, Francis Maes, Raphael Fonteneau, Damien Ernst:
Learning Exploration/Exploitation Strategies for Single Trajectory Reinforcement Learning. EWRL 2012: 1-10 - [i1]Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux:
Min Max Generalization for Deterministic Batch Mode Reinforcement Learning: Relaxation Schemes. CoRR abs/1202.5298 (2012) - 2011
- [b1]Raphaël Fonteneau:
Contributions to Batch Mode Reinforcement Learning. University of Liège, Belgium, 2011 - [j1]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Estimation Monte Carlo sans modèle de politiques de décision. Rev. d'Intelligence Artif. 25(3): 321-343 (2011) - [c5]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Active exploration by searching for experiments that falsify the computed control policy. ADPRL 2011: 40-47 - 2010
- [c4]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Towards Min Max Generalization in Reinforcement Learning. ICAART (Revised Selected Papers) 2010: 61-77 - [c3]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
A Cautious Approach to Generalization in Reinforcement Learning. ICAART (1) 2010: 64-73 - [c2]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Model-Free Monte Carlo-like Policy Evaluation. AISTATS 2010: 217-224
2000 – 2009
- 2009
- [c1]Raphaël Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Inferring bounds on the performance of a control policy from a sample of trajectories. ADPRL 2009: 117-123
Coauthor Index
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