עקוב אחר
Raphael Fonteneau
Raphael Fonteneau
Researcher @ University of Liège, Liège, Belgium
כתובת אימייל מאומתת בדומיין ulg.ac.be - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
Reinforcement learning for electric power system decision and control: Past considerations and perspectives‏
M Glavic, R Fonteneau, D Ernst‏
IFAC-PapersOnLine 50 (1), 6918-6927, 2017‏
2442017
Deep reinforcement learning solutions for energy microgrids management‏
V François-Lavet, D Taralla, D Ernst, R Fonteneau‏
European Workshop on Reinforcement Learning (EWRL 2016), 2016‏
2002016
How to discount deep reinforcement learning: Towards new dynamic strategies‏
V François-Lavet, R Fonteneau, D Ernst‏
arXiv preprint arXiv:1512.02011, 2015‏
1572015
Batch mode reinforcement learning based on the synthesis of artificial trajectories‏
R Fonteneau, SA Murphy, L Wehenkel, D Ernst‏
Annals of Operations Research 208 (1), 383-416, 2013‏
792013
Phase identification of smart meters by clustering voltage measurements‏
F Olivier, A Sutera, P Geurts, R Fonteneau, D Ernst‏
2018 Power Systems Computation Conference (PSCC), 1-8, 2018‏
712018
The role of power-to-gas and carbon capture technologies in cross-sector decarbonisation strategies‏
M Berger, D Radu, R Fonteneau, T Deschuyteneer, G Detienne, D Ernst‏
Electric Power Systems Research 180, 106039, 2020‏
622020
Learning exploration/exploitation strategies for single trajectory reinforcement learning‏
M Castronovo, F Maes, R Fonteneau, D Ernst‏
European Workshop on Reinforcement Learning (EWRL 2012), 2012‏
562012
Artificial intelligence in video games: Towards a unified framework‏
F Safadi, R Fonteneau, D Ernst‏
International Journal of Computer Games Technology 2015 (1), 271296, 2015‏
502015
Mathematical modeling of HIV dynamics after antiretroviral therapy initiation: a review‏
PS Rivadeneira, CH Moog, GB Stan, C Brunet, F Raffi, V Ferré, ...‏
BioResearch open access 3 (5), 233-241, 2014‏
422014
Policy search in a space of simple closed-form formulas: Towards interpretability of reinforcement learning‏
F Maes, R Fonteneau, L Wehenkel, D Ernst‏
Discovery Science: 15th International Conference, DS 2012, Lyon, France …, 2012‏
412012
On overfitting and asymptotic bias in batch reinforcement learning with partial observability‏
V François-Lavet, G Rabusseau, J Pineau, D Ernst, R Fonteneau‏
Journal of Artificial Intelligence Research 65, 1-30, 2019‏
372019
Critical time windows for renewable resource complementarity assessment‏
M Berger, D Radu, R Fonteneau, R Henry, M Glavic, X Fettweis, M Le Du, ...‏
Energy 198, 117308, 2020‏
352020
Model-free Monte Carlo-like policy evaluation‏
R Fonteneau, S Murphy, L Wehenkel, D Ernst‏
Thirteenth International Conference on Artificial Intelligence and …, 2010‏
332010
Complementarity assessment of south Greenland katabatic flows and West Europe wind regimes‏
D Radu, M Berger, R Fonteneau, S Hardy, X Fettweis, M Le Du, ...‏
Energy 175, 393-401, 2019‏
312019
Optimistic planning for belief-augmented Markov decision processes‏
R Fonteneau, L Busoniu, R Munos‏
IEEE International Symposium on Adaptive Dynamic Programming and …, 2013‏
282013
Foreseeing new control challenges in electricity prosumer communities‏
F Olivier, D Marulli, D Ernst, R Fonteneau‏
The 10th Bulk Power Systems Dynamics and Control Symposium–IREP’2017, 2017‏
272017
Network tariffs and the integration of prosumers: The case of Wallonia‏
MM de Villena, J Jacqmin, R Fonteneau, A Gautier, D Ernst‏
Energy Policy 150, 112065, 2021‏
262021
Imitative learning for real-time strategy games‏
Q Gemine, F Safadi, R Fonteneau, D Ernst‏
IEEE Conference of Computational Intelligence and Games, 2012‏
262012
Towards the minimization of the levelized energy costs of microgrids using both long-term and short-term storage devices‏
V François-Lavet, Q Gemine, D Ernst, R Fonteneau‏
9781498719704, 2016‏
222016
Modelling and assessing the impact of the DSO remuneration strategy on its interaction with electricity users‏
MM de Villena, A Gautier, D Ernst, M Glavic, R Fonteneau‏
International Journal of Electrical Power & Energy Systems 126, 106585, 2021‏
212021
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מאמרים 1–20