Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Damien Ernst
@article{DBLP:journals/access/BehbahaniJBE24,
author = {Milad Rahimipour Behbahani and
Alireza Jalilian and
Alireza Bahmanyar and
Damien Ernst},
title = {Comprehensive Review on Static and Dynamic Distribution Network Reconfiguration
Methodologies},
journal = {{IEEE} Access},
volume = {12},
pages = {9510--9525},
year = {2024},
url = {https://doi.org/10.1109/ACCESS.2024.3350207},
doi = {10.1109/ACCESS.2024.3350207},
timestamp = {Sat, 10 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/BehbahaniJBE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/BoukasBSGPE24,
author = {Ioannis Boukas and
Elodie Burtin and
Antonio Sutera and
Quentin Gemine and
Bernard Pevee and
Damien Ernst},
title = {Exploiting the Flexibility Potential of Water Distribution Networks:
{A} Pilot Project in Belgium},
journal = {{IEEE} Trans. Smart Grid},
volume = {15},
number = {1},
pages = {394--404},
year = {2024},
url = {https://doi.org/10.1109/TSG.2023.3272469},
doi = {10.1109/TSG.2023.3272469},
timestamp = {Sat, 13 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsg/BoukasBSGPE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-16321,
author = {Samy Aittahar and
Adrien Bolland and
Guillaume Derval and
Damien Ernst},
title = {Optimal Control of Renewable Energy Communities subject to Network
Peak Fees with Model Predictive Control and Reinforcement Learning
Algorithms},
journal = {CoRR},
volume = {abs/2401.16321},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.16321},
doi = {10.48550/ARXIV.2401.16321},
eprinttype = {arXiv},
eprint = {2401.16321},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-16321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-00162,
author = {Adrien Bolland and
Gaspard Lambrechts and
Damien Ernst},
title = {Behind the Myth of Exploration in Policy Gradients},
journal = {CoRR},
volume = {abs/2402.00162},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.00162},
doi = {10.48550/ARXIV.2402.00162},
eprinttype = {arXiv},
eprint = {2402.00162},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-00162.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/TheateE23,
author = {Thibaut Th{\'{e}}ate and
Damien Ernst},
title = {Risk-Sensitive Policy with Distributional Reinforcement Learning},
journal = {Algorithms},
volume = {16},
number = {7},
pages = {325},
year = {2023},
url = {https://doi.org/10.3390/a16070325},
doi = {10.3390/A16070325},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/TheateE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TheateWBLE23,
author = {Thibaut Th{\'{e}}ate and
Antoine Wehenkel and
Adrien Bolland and
Gilles Louppe and
Damien Ernst},
title = {Distributional reinforcement learning with unconstrained monotonic
neural networks},
journal = {Neurocomputing},
volume = {534},
pages = {199--219},
year = {2023},
url = {https://doi.org/10.1016/j.neucom.2023.02.049},
doi = {10.1016/J.NEUCOM.2023.02.049},
timestamp = {Thu, 13 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/TheateWBLE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/LambrechtsGVED23,
author = {Gaspard Lambrechts and
Florent De Geeter and
Nicolas Vecoven and
Damien Ernst and
Guillaume Drion},
title = {Warming up recurrent neural networks to maximise reachable multistability
greatly improves learning},
journal = {Neural Networks},
volume = {166},
pages = {645--669},
year = {2023},
url = {https://doi.org/10.1016/j.neunet.2023.07.023},
doi = {10.1016/J.NEUNET.2023.07.023},
timestamp = {Tue, 19 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nn/LambrechtsGVED23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgteurope/DuboisE23,
author = {Antoine Dubois and
Damien Ernst},
title = {Impacts of spatial and temporal resolutions on the near-optimal spaces
of energy system optimisation models},
booktitle = {{IEEE} {PES} Innovative Smart Grid Technologies Europe, {ISGT} {EUROPE}
2023, Grenoble, France, October 23-26, 2023},
pages = {1--5},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISGTEUROPE56780.2023.10408320},
doi = {10.1109/ISGTEUROPE56780.2023.10408320},
timestamp = {Sat, 24 Feb 2024 13:29:08 +0100},
biburl = {https://dblp.org/rec/conf/isgteurope/DuboisE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeroyMPKE23,
author = {Pascal Leroy and
Pablo G. Morato and
Jonathan Pisane and
Athanasios Kolios and
Damien Ernst},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{IMP-MARL:} a Suite of Environments for Large-scale Infrastructure
Management Planning via {MARL}},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/a7a7c0c92f195cce85f99768621ac6c0-Abstract-Datasets\_and\_Benchmarks.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LeroyMPKE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12654,
author = {Antoine Dubois and
Jonathan Dumas and
Paolo Thiran and
Gauthier Limpens and
Damien Ernst},
title = {Multi-objective near-optimal necessary conditions for multi-sectoral
planning},
journal = {CoRR},
volume = {abs/2302.12654},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.12654},
doi = {10.48550/ARXIV.2302.12654},
eprinttype = {arXiv},
eprint = {2302.12654},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-12654.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-06851,
author = {Adrien Bolland and
Gilles Louppe and
Damien Ernst},
title = {Policy Gradient Algorithms Implicitly Optimize by Continuation},
journal = {CoRR},
volume = {abs/2305.06851},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.06851},
doi = {10.48550/ARXIV.2305.06851},
eprinttype = {arXiv},
eprint = {2305.06851},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-06851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-03623,
author = {Florent De Geeter and
Damien Ernst and
Guillaume Drion},
title = {Spike-based computation using classical recurrent neural networks},
journal = {CoRR},
volume = {abs/2306.03623},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.03623},
doi = {10.48550/ARXIV.2306.03623},
eprinttype = {arXiv},
eprint = {2306.03623},
timestamp = {Tue, 13 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-03623.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11488,
author = {Gaspard Lambrechts and
Adrien Bolland and
Damien Ernst},
title = {Informed {POMDP:} Leveraging Additional Information in Model-Based
{RL}},
journal = {CoRR},
volume = {abs/2306.11488},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11488},
doi = {10.48550/ARXIV.2306.11488},
eprinttype = {arXiv},
eprint = {2306.11488},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11488.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11551,
author = {Pascal Leroy and
Pablo G. Morato and
Jonathan Pisane and
Athanasios Kolios and
Damien Ernst},
title = {{IMP-MARL:} a Suite of Environments for Large-scale Infrastructure
Management Planning via {MARL}},
journal = {CoRR},
volume = {abs/2306.11551},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11551},
doi = {10.48550/ARXIV.2306.11551},
eprinttype = {arXiv},
eprint = {2306.11551},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11551.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/VillenaAMBVE22,
author = {Miguel Manuel de Villena and
Samy Aittahar and
Sebastien Mathieu and
Ioannis Boukas and
Eric Vermeulen and
Damien Ernst},
title = {Financial Optimization of Renewable Energy Communities Through Optimal
Allocation of Locally Generated Electricity},
journal = {{IEEE} Access},
volume = {10},
pages = {77571--77586},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3191804},
doi = {10.1109/ACCESS.2022.3191804},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/VillenaAMBVE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/BollandBBE22,
author = {Adrien Bolland and
Ioannis Boukas and
Mathias Berger and
Damien Ernst},
title = {Jointly Learning Environments and Control Policies with Projected
Stochastic Gradient Ascent},
journal = {J. Artif. Intell. Res.},
volume = {73},
pages = {117--171},
year = {2022},
url = {https://doi.org/10.1613/jair.1.13350},
doi = {10.1613/JAIR.1.13350},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/BollandBBE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/MiftariBDE22,
author = {Bardhyl Miftari and
Mathias Berger and
Hatim Djelassi and
Damien Ernst},
title = {{GBOML:} Graph-Based Optimization Modeling Language},
journal = {J. Open Source Softw.},
volume = {7},
number = {72},
pages = {4158},
year = {2022},
url = {https://doi.org/10.21105/joss.04158},
doi = {10.21105/JOSS.04158},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jossw/MiftariBDE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ol/BergerRDPDLE22,
author = {Mathias Berger and
David Radu and
Antoine Dubois and
Hrvoje Pandzic and
Yury Dvorkin and
Quentin Louveaux and
Damien Ernst},
title = {Siting renewable power generation assets with combinatorial optimisation},
journal = {Optim. Lett.},
volume = {16},
number = {3},
pages = {877--907},
year = {2022},
url = {https://doi.org/10.1007/s11590-021-01795-0},
doi = {10.1007/S11590-021-01795-0},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ol/BergerRDPDLE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/FonderED22,
author = {Micha{\"{e}}l Fonder and
Damien Ernst and
Marc Van Droogenbroeck},
title = {Parallax Inference for Robust Temporal Monocular Depth Estimation
in Unstructured Environments},
journal = {Sensors},
volume = {22},
number = {23},
pages = {9374},
year = {2022},
url = {https://doi.org/10.3390/s22239374},
doi = {10.3390/S22239374},
timestamp = {Tue, 31 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/FonderED22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmlr/LambrechtsBE22,
author = {Gaspard Lambrechts and
Adrien Bolland and
Damien Ernst},
title = {Recurrent networks, hidden states and beliefs in partially observable
environments},
journal = {Trans. Mach. Learn. Res.},
volume = {2022},
year = {2022},
url = {https://openreview.net/forum?id=dkHfV3wB2l},
timestamp = {Fri, 19 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmlr/LambrechtsBE22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-02463,
author = {Florian Merchie and
Damien Ernst},
title = {Churn prediction in online gambling},
journal = {CoRR},
volume = {abs/2201.02463},
year = {2022},
url = {https://arxiv.org/abs/2201.02463},
eprinttype = {arXiv},
eprint = {2201.02463},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-02463.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-05059,
author = {Amina Benzerga and
Alireza Bahmanyar and
Damien Ernst},
title = {Optimal Connection Phase Selection of Residential Distributed Energy
Resources and its Impact on Aggregated Demand},
journal = {CoRR},
volume = {abs/2207.05059},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.05059},
doi = {10.48550/ARXIV.2207.05059},
eprinttype = {arXiv},
eprint = {2207.05059},
timestamp = {Wed, 13 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-05059.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-03520,
author = {Gaspard Lambrechts and
Adrien Bolland and
Damien Ernst},
title = {Recurrent networks, hidden states and beliefs in partially observable
environments},
journal = {CoRR},
volume = {abs/2208.03520},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.03520},
doi = {10.48550/ARXIV.2208.03520},
eprinttype = {arXiv},
eprint = {2208.03520},
timestamp = {Wed, 10 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-03520.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-11886,
author = {Pascal Leroy and
Jonathan Pisane and
Damien Ernst},
title = {Value-based {CTDE} Methods in Symmetric Two-team Markov Game: from
Cooperation to Team Competition},
journal = {CoRR},
volume = {abs/2211.11886},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.11886},
doi = {10.48550/ARXIV.2211.11886},
eprinttype = {arXiv},
eprint = {2211.11886},
timestamp = {Thu, 24 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-11886.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-14743,
author = {Thibaut Th{\'{e}}ate and
Damien Ernst},
title = {Risk-Sensitive Policy with Distributional Reinforcement Learning},
journal = {CoRR},
volume = {abs/2212.14743},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.14743},
doi = {10.48550/ARXIV.2212.14743},
eprinttype = {arXiv},
eprint = {2212.14743},
timestamp = {Sun, 08 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-14743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/TheateE21,
author = {Thibaut Th{\'{e}}ate and
Damien Ernst},
title = {An application of deep reinforcement learning to algorithmic trading},
journal = {Expert Syst. Appl.},
volume = {173},
pages = {114632},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.114632},
doi = {10.1016/J.ESWA.2021.114632},
timestamp = {Wed, 19 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/TheateE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BoukasETBHBWC21,
author = {Ioannis Boukas and
Damien Ernst and
Thibaut Th{\'{e}}ate and
Adrien Bolland and
Alexandre Huynen and
Martin Buchwald and
Christelle Wynants and
Bertrand Corn{\'{e}}lusse},
title = {A deep reinforcement learning framework for continuous intraday market
bidding},
journal = {Mach. Learn.},
volume = {110},
number = {9},
pages = {2335--2387},
year = {2021},
url = {https://doi.org/10.1007/s10994-021-06020-8},
doi = {10.1007/S10994-021-06020-8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/BoukasETBHBWC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/simpa/HenryE21,
author = {Robin Henry and
Damien Ernst},
title = {Gym-ANM: Open-source software to leverage reinforcement learning for
power system management in research and education},
journal = {Softw. Impacts},
volume = {9},
pages = {100092},
year = {2021},
url = {https://doi.org/10.1016/j.simpa.2021.100092},
doi = {10.1016/J.SIMPA.2021.100092},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/simpa/HenryE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MocanuMPCNGEV21,
author = {Decebal Constantin Mocanu and
Elena Mocanu and
Tiago Pinto and
Selima Curci and
Phuong H. Nguyen and
Madeleine Gibescu and
Damien Ernst and
Zita A. Vale},
editor = {Frank Dignum and
Alessio Lomuscio and
Ulle Endriss and
Ann Now{\'{e}}},
title = {Sparse Training Theory for Scalable and Efficient Agents},
booktitle = {{AAMAS} '21: 20th International Conference on Autonomous Agents and
Multiagent Systems, Virtual Event, United Kingdom, May 3-7, 2021},
pages = {34--38},
publisher = {{ACM}},
year = {2021},
url = {https://www.ifaamas.org/Proceedings/aamas2021/pdfs/p34.pdf},
doi = {10.5555/3463952.3463960},
timestamp = {Wed, 20 Jul 2022 17:03:47 +0200},
biburl = {https://dblp.org/rec/conf/atal/MocanuMPCNGEV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgteurope/MarulliMBSE21,
author = {Daniele Marulli and
S{\'{e}}bastien Mathieu and
Amina Benzerga and
Antonio Sutera and
Damien Ernst},
title = {Reconstruction of Low-Voltage Networks with Limited Observability},
booktitle = {{IEEE} {PES} Innovative Smart Grid Technologies Europe, {ISGT} Europe
2021, Espoo, Finland, October 18-21, 2021},
pages = {1--5},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISGTEurope52324.2021.9640163},
doi = {10.1109/ISGTEUROPE52324.2021.9640163},
timestamp = {Thu, 06 Jan 2022 08:58:28 +0100},
biburl = {https://dblp.org/rec/conf/isgteurope/MarulliMBSE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-11375,
author = {Mathias Berger and
David Radu and
Ghislain Detienne and
Thierry Deschuyteneer and
Aurore Richel and
Damien Ernst},
title = {Remote Renewable Hubs For Carbon-Neutral Synthetic Fuel Production},
journal = {CoRR},
volume = {abs/2102.11375},
year = {2021},
url = {https://arxiv.org/abs/2102.11375},
eprinttype = {arXiv},
eprint = {2102.11375},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-11375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-01636,
author = {Decebal Constantin Mocanu and
Elena Mocanu and
Tiago Pinto and
Selima Curci and
Phuong H. Nguyen and
Madeleine Gibescu and
Damien Ernst and
Zita A. Vale},
title = {Sparse Training Theory for Scalable and Efficient Agents},
journal = {CoRR},
volume = {abs/2103.01636},
year = {2021},
url = {https://arxiv.org/abs/2103.01636},
eprinttype = {arXiv},
eprint = {2103.01636},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-01636.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-07932,
author = {Robin Henry and
Damien Ernst},
title = {Gym-ANM: Reinforcement Learning Environments for Active Network Management
Tasks in Electricity Distribution Systems},
journal = {CoRR},
volume = {abs/2103.07932},
year = {2021},
url = {https://arxiv.org/abs/2103.07932},
eprinttype = {arXiv},
eprint = {2103.07932},
timestamp = {Tue, 23 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-07932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05792,
author = {David Radu and
Antoine Dubois and
Mathias Berger and
Damien Ernst},
title = {Model Reduction in Capacity Expansion Planning Problems via Renewable
Generation Site Selection},
journal = {CoRR},
volume = {abs/2104.05792},
year = {2021},
url = {https://arxiv.org/abs/2104.05792},
eprinttype = {arXiv},
eprint = {2104.05792},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05792.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08846,
author = {Robin Henry and
Damien Ernst},
title = {Gym-ANM: Open-source software to leverage reinforcement learning for
power system management in research and education},
journal = {CoRR},
volume = {abs/2105.08846},
year = {2021},
url = {https://arxiv.org/abs/2105.08846},
eprinttype = {arXiv},
eprint = {2105.08846},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08846.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-09847,
author = {Micha{\"{e}}l Fonder and
Damien Ernst and
Marc Van Droogenbroeck},
title = {M4Depth: {A} motion-based approach for monocular depth estimation
on video sequences},
journal = {CoRR},
volume = {abs/2105.09847},
year = {2021},
url = {https://arxiv.org/abs/2105.09847},
eprinttype = {arXiv},
eprint = {2105.09847},
timestamp = {Mon, 31 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-09847.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01001,
author = {Nicolas Vecoven and
Damien Ernst and
Guillaume Drion},
title = {Warming-up recurrent neural networks to maximize reachable multi-stability
greatly improves learning},
journal = {CoRR},
volume = {abs/2106.01001},
year = {2021},
url = {https://arxiv.org/abs/2106.01001},
eprinttype = {arXiv},
eprint = {2106.01001},
timestamp = {Wed, 09 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-01001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03228,
author = {Thibaut Th{\'{e}}ate and
Antoine Wehenkel and
Adrien Bolland and
Gilles Louppe and
Damien Ernst},
title = {Distributional Reinforcement Learning with Unconstrained Monotonic
Neural Networks},
journal = {CoRR},
volume = {abs/2106.03228},
year = {2021},
url = {https://arxiv.org/abs/2106.03228},
eprinttype = {arXiv},
eprint = {2106.03228},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-14272,
author = {Antoine Dubois and
Damien Ernst},
title = {Computing Necessary Conditions for Near-Optimality in Capacity Expansion
Planning Problems},
journal = {CoRR},
volume = {abs/2109.14272},
year = {2021},
url = {https://arxiv.org/abs/2109.14272},
eprinttype = {arXiv},
eprint = {2109.14272},
timestamp = {Mon, 04 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-14272.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Francois-LavetR20,
author = {Vincent Fran{\c{c}}ois{-}Lavet and
Guillaume Rabusseau and
Joelle Pineau and
Damien Ernst and
Raphael Fonteneau},
editor = {Christian Bessiere},
title = {On Overfitting and Asymptotic Bias in Batch Reinforcement Learning
with Partial Observability (Extended Abstract)},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {5055--5059},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/706},
doi = {10.24963/IJCAI.2020/706},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Francois-LavetR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-05940,
author = {Ioannis Boukas and
Damien Ernst and
Thibaut Th{\'{e}}ate and
Adrien Bolland and
Alexandre Huynen and
Martin Buchwald and
Christelle Wynants and
Bertrand Corn{\'{e}}lusse},
title = {A Deep Reinforcement Learning Framework for Continuous Intraday Market
Bidding},
journal = {CoRR},
volume = {abs/2004.05940},
year = {2020},
url = {https://arxiv.org/abs/2004.05940},
eprinttype = {arXiv},
eprint = {2004.05940},
timestamp = {Tue, 14 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-05940.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-06627,
author = {Thibaut Th{\'{e}}ate and
Damien Ernst},
title = {An Application of Deep Reinforcement Learning to Algorithmic Trading},
journal = {CoRR},
volume = {abs/2004.06627},
year = {2020},
url = {https://arxiv.org/abs/2004.06627},
eprinttype = {arXiv},
eprint = {2004.06627},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-06627.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-01738,
author = {Adrien Bolland and
Ioannis Boukas and
Fran{\c{c}}ois Cornet and
Mathias Berger and
Damien Ernst},
title = {Learning optimal environments using projected stochastic gradient
ascent},
journal = {CoRR},
volume = {abs/2006.01738},
year = {2020},
url = {https://arxiv.org/abs/2006.01738},
eprinttype = {arXiv},
eprint = {2006.01738},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-01738.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05252,
author = {Nicolas Vecoven and
Damien Ernst and
Guillaume Drion},
title = {A bio-inspired bistable recurrent cell allows for long-lasting memory},
journal = {CoRR},
volume = {abs/2006.05252},
year = {2020},
url = {https://arxiv.org/abs/2006.05252},
eprinttype = {arXiv},
eprint = {2006.05252},
timestamp = {Fri, 12 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-05784,
author = {Thibaut Th{\'{e}}ate and
S{\'{e}}bastien Mathieu and
Damien Ernst},
title = {An Artificial Intelligence Solution for Electricity Procurement in
Forward Markets},
journal = {CoRR},
volume = {abs/2006.05784},
year = {2020},
url = {https://arxiv.org/abs/2006.05784},
eprinttype = {arXiv},
eprint = {2006.05784},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-05784.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-05411,
author = {Miguel Manuel de Villena and
S{\'{e}}bastien Mathieu and
Eric Vermeulen and
Damien Ernst},
title = {Allocation of locally generated electricity in renewable energy communities},
journal = {CoRR},
volume = {abs/2009.05411},
year = {2020},
url = {https://arxiv.org/abs/2009.05411},
eprinttype = {arXiv},
eprint = {2009.05411},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-05411.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-07514,
author = {David Radu and
Mathias Berger and
Antoine Dubois and
Raphael Fonteneau and
Hrvoje Pandzic and
Yury Dvorkin and
Quentin Louveaux and
Damien Ernst},
title = {Assessing the Economic Value of Renewable Resource Complementarity
for Power Systems: an {ENTSO-E} Study},
journal = {CoRR},
volume = {abs/2011.07514},
year = {2020},
url = {https://arxiv.org/abs/2011.07514},
eprinttype = {arXiv},
eprint = {2011.07514},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-07514.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12062,
author = {Pascal Leroy and
Damien Ernst and
Pierre Geurts and
Gilles Louppe and
Jonathan Pisane and
Matthia Sabatelli},
title = {QVMix and QVMix-Max: Extending the Deep Quality-Value Family of Algorithms
to Cooperative Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/2012.12062},
year = {2020},
url = {https://arxiv.org/abs/2012.12062},
eprinttype = {arXiv},
eprint = {2012.12062},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jair/Francois-LavetR19,
author = {Vincent Fran{\c{c}}ois{-}Lavet and
Guillaume Rabusseau and
Joelle Pineau and
Damien Ernst and
Raphael Fonteneau},
title = {On Overfitting and Asymptotic Bias in Batch Reinforcement Learning
with Partial Observability},
journal = {J. Artif. Intell. Res.},
volume = {65},
pages = {1--30},
year = {2019},
url = {https://doi.org/10.1613/jair.1.11478},
doi = {10.1613/JAIR.1.11478},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jair/Francois-LavetR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dappcon/VangulickCE19,
author = {David Vangulick and
Bertrand Corn{\'{e}}lusse and
Damien Ernst},
title = {Blockchain: {A} Novel Approach for the Consensus Algorithm Using Condorcet
Voting Procedure},
booktitle = {{IEEE} International Conference on Decentralized Applications and
Infrastructures, {DAPPCON} 2019, Newark, CA, USA, April 4-9, 2019},
pages = {1--10},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DAPPCON.2019.00011},
doi = {10.1109/DAPPCON.2019.00011},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/dappcon/VangulickCE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/SootlaME18,
author = {Aivar Sootla and
Alexandre Mauroy and
Damien Ernst},
title = {Optimal control formulation of pulse-based control using Koopman operator},
journal = {Autom.},
volume = {91},
pages = {217--224},
year = {2018},
url = {https://doi.org/10.1016/j.automatica.2018.01.036},
doi = {10.1016/J.AUTOMATICA.2018.01.036},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/SootlaME18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/SootlaE18,
author = {Aivar Sootla and
Damien Ernst},
title = {Pulse-Based Control Using Koopman Operator Under Parametric Uncertainty},
journal = {{IEEE} Trans. Autom. Control.},
volume = {63},
number = {3},
pages = {791--796},
year = {2018},
url = {https://doi.org/10.1109/TAC.2017.2736941},
doi = {10.1109/TAC.2017.2736941},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/SootlaE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgt/MathieuOEC18,
author = {Sebastien Mathieu and
Fr{\'{e}}d{\'{e}}ric Olivier and
Damien Ernst and
Bertrand Corn{\'{e}}lusse},
title = {Effect of voltage constraints on the exchange of flexibility services
in distribution networks},
booktitle = {2018 {IEEE} Power {\&} Energy Society Innovative Smart Grid Technologies
Conference, {ISGT} 2018, Washington, DC, USA, February 19-22, 2018},
pages = {1--5},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISGT.2018.8403328},
doi = {10.1109/ISGT.2018.8403328},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/isgt/MathieuOEC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02809,
author = {Mathias Berger and
Radu David and
Raphael Fonteneau and
Robin Henry and
Mevludin Glavic and
Xavier Fettweis and
Marc Le Du and
Patrick Panciatici and
Lucian Balea and
Damien Ernst},
title = {Critical Time Windows for Renewable Resource Complementarity Assessment},
journal = {CoRR},
volume = {abs/1812.02809},
year = {2018},
url = {http://arxiv.org/abs/1812.02809},
eprinttype = {arXiv},
eprint = {1812.02809},
timestamp = {Thu, 03 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02809.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-02827,
author = {David Radu and
Mathias Berger and
Rapha{\"{e}}l Fonteneau and
Simon Hardy and
Xavier Fettweis and
Marc Le Du and
Patrick Panciatici and
Lucian Balea and
Damien Ernst},
title = {Complementarity Assessment of South Greenland Katabatic Flows and
West Europe Wind Regimes},
journal = {CoRR},
volume = {abs/1812.02827},
year = {2018},
url = {http://arxiv.org/abs/1812.02827},
eprinttype = {arXiv},
eprint = {1812.02827},
timestamp = {Wed, 24 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-02827.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09113,
author = {Nicolas Vecoven and
Damien Ernst and
Guillaume Drion},
title = {Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive
Behaviours},
journal = {CoRR},
volume = {abs/1812.09113},
year = {2018},
url = {http://arxiv.org/abs/1812.09113},
eprinttype = {arXiv},
eprint = {1812.09113},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-09113.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/heuristics/FariaRE17,
author = {Haroldo de Faria Jr. and
Mauricio G. C. Resende and
Damien Ernst},
title = {A biased random key genetic algorithm applied to the electric distribution
network reconfiguration problem},
journal = {J. Heuristics},
volume = {23},
number = {6},
pages = {533--550},
year = {2017},
url = {https://doi.org/10.1007/s10732-017-9355-8},
doi = {10.1007/S10732-017-9355-8},
timestamp = {Sat, 04 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/heuristics/FariaRE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/CastronovoFFEC17,
author = {Michael Castronovo and
Vincent Fran{\c{c}}ois{-}Lavet and
Rapha{\"{e}}l Fonteneau and
Damien Ernst and
Adrien Cou{\"{e}}toux},
editor = {H. Jaap van den Herik and
Ana Paula Rocha and
Joaquim Filipe},
title = {Approximate Bayes Optimal Policy Search using Neural Networks},
booktitle = {Proceedings of the 9th International Conference on Agents and Artificial
Intelligence, {ICAART} 2017, Volume 2, Porto, Portugal, February 24-26,
2017},
pages = {142--153},
publisher = {SciTePress},
year = {2017},
url = {https://doi.org/10.5220/0006191701420153},
doi = {10.5220/0006191701420153},
timestamp = {Wed, 14 Jun 2017 14:14:15 +0200},
biburl = {https://dblp.org/rec/conf/icaart/CastronovoFFEC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/DuboisWFOE17,
author = {Antoine Dubois and
Antoine Wehenkel and
Raphael Fonteneau and
Fr{\'{e}}d{\'{e}}ric Olivier and
Damien Ernst},
editor = {H. Jaap van den Herik and
Ana Paula Rocha and
Joaquim Filipe},
title = {An App-based Algorithmic Approach for Harvesting Local and Renewable
Energy using Electric Vehicles},
booktitle = {Proceedings of the 9th International Conference on Agents and Artificial
Intelligence, {ICAART} 2017, Volume 1, Porto, Portugal, February 24-26,
2017},
pages = {322--327},
publisher = {SciTePress},
year = {2017},
url = {https://doi.org/10.5220/0006250803220327},
doi = {10.5220/0006250803220327},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaart/DuboisWFOE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SootlaME17,
author = {Aivar Sootla and
Alexandre Mauroy and
Damien Ernst},
title = {An Optimal Control Formulation of Pulse-Based Control Using Koopman
Operator},
journal = {CoRR},
volume = {abs/1707.08462},
year = {2017},
url = {http://arxiv.org/abs/1707.08462},
eprinttype = {arXiv},
eprint = {1707.08462},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SootlaME17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-00232,
author = {Aivar Sootla and
Damien Ernst},
title = {Pulse-Based Control Using Koopman Operator Under Parametric Uncertainty},
journal = {CoRR},
volume = {abs/1708.00232},
year = {2017},
url = {http://arxiv.org/abs/1708.00232},
eprinttype = {arXiv},
eprint = {1708.00232},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-00232.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-07796,
author = {Vincent Fran{\c{c}}ois{-}Lavet and
Damien Ernst and
Raphael Fonteneau},
title = {On overfitting and asymptotic bias in batch reinforcement learning
with partial observability},
journal = {CoRR},
volume = {abs/1709.07796},
year = {2017},
url = {http://arxiv.org/abs/1709.07796},
eprinttype = {arXiv},
eprint = {1709.07796},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-07796.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/OlivierAEC16,
author = {Fr{\'{e}}d{\'{e}}ric Olivier and
Petros Aristidou and
Damien Ernst and
Thierry Van Cutsem},
title = {Active Management of Low-Voltage Networks for Mitigating Overvoltages
Due to Photovoltaic Units},
journal = {{IEEE} Trans. Smart Grid},
volume = {7},
number = {2},
pages = {926--936},
year = {2016},
url = {https://doi.org/10.1109/TSG.2015.2410171},
doi = {10.1109/TSG.2015.2410171},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsg/OlivierAEC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/TarallaQSFE16,
author = {D. Taralla and
Z. Qiu and
Antonio Sutera and
Rapha{\"{e}}l Fonteneau and
Damien Ernst},
editor = {H. Jaap van den Herik and
Joaquim Filipe},
title = {Decision Making from Confidence Measurement on the Reward Growth using
Supervised Learning - {A} Study Intended for Large-scale Video Games},
booktitle = {Proceedings of the 8th International Conference on Agents and Artificial
Intelligence {(ICAART} 2016), Volume 2, Rome, Italy, February 24-26,
2016},
pages = {264--271},
publisher = {SciTePress},
year = {2016},
url = {https://doi.org/10.5220/0005666202640271},
doi = {10.5220/0005666202640271},
timestamp = {Wed, 21 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaart/TarallaQSFE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgteurope/MathieuEC16,
author = {Sebastien Mathieu and
Damien Ernst and
Bertrand Corn{\'{e}}lusse},
title = {Agent-based analysis of dynamic access ranges to the distribution
network},
booktitle = {{IEEE} {PES} Innovative Smart Grid Technologies Conference Europe,
ISGT-Europe 2016, Ljubljana, Slovenia, October 9-12, 2016},
pages = {1--6},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ISGTEurope.2016.7856191},
doi = {10.1109/ISGTEUROPE.2016.7856191},
timestamp = {Wed, 21 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isgteurope/MathieuEC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pscc/GemineCGFE16,
author = {Quentin Gemine and
Bertrand Corn{\'{e}}lusse and
Mevludin Glavic and
Rapha{\"{e}}l Fonteneau and
Damien Ernst},
title = {A Gaussian mixture approach to model stochastic processes in power
systems},
booktitle = {Power Systems Computation Conference, {PSCC} 2016, Genoa, Italy, June
20-24, 2016},
pages = {1--7},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/PSCC.2016.7540921},
doi = {10.1109/PSCC.2016.7540921},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/pscc/GemineCGFE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pscc/GeorgesLCELM16,
author = {E. Georges and
Vincent Lemort and
Bertrand Corn{\'{e}}lusse and
Damien Ernst and
Quentin Louveaux and
Sebastien Mathieu},
title = {Direct control service from residential heat pump aggregation with
specified payback},
booktitle = {Power Systems Computation Conference, {PSCC} 2016, Genoa, Italy, June
20-24, 2016},
pages = {1--7},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/PSCC.2016.7540835},
doi = {10.1109/PSCC.2016.7540835},
timestamp = {Wed, 28 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pscc/GeorgesLCELM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ewc/JohnenEG15,
author = {Amaury Johnen and
Damien Ernst and
Christophe Geuzaine},
title = {Sequential decision-making approach for quadrangular mesh generation},
journal = {Eng. Comput.},
volume = {31},
number = {4},
pages = {729--735},
year = {2015},
url = {https://doi.org/10.1007/s00366-014-0383-9},
doi = {10.1007/S00366-014-0383-9},
timestamp = {Thu, 16 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ewc/JohnenEG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcgt/SafadiFE15,
author = {Firas Safadi and
Rapha{\"{e}}l Fonteneau and
Damien Ernst},
title = {Artificial Intelligence in Video Games: Towards a Unified Framework},
journal = {Int. J. Comput. Games Technol.},
volume = {2015},
pages = {271296:1--271296:30},
year = {2015},
url = {https://doi.org/10.1155/2015/271296},
doi = {10.1155/2015/271296},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcgt/SafadiFE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsg/VandaelCEHD15,
author = {Stijn Vandael and
Bert Claessens and
Damien Ernst and
Tom Holvoet and
Geert Deconinck},
title = {Reinforcement Learning of Heuristic {EV} Fleet Charging in a Day-Ahead
Electricity Market},
journal = {{IEEE} Trans. Smart Grid},
volume = {6},
number = {4},
pages = {1795--1805},
year = {2015},
url = {https://doi.org/10.1109/TSG.2015.2393059},
doi = {10.1109/TSG.2015.2393059},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsg/VandaelCEHD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AittaharFLEF15,
author = {Samy Aittahar and
Vincent Fran{\c{c}}ois{-}Lavet and
Stefan Lodeweyckx and
Damien Ernst and
Rapha{\"{e}}l Fonteneau},
editor = {Wei Lee Woon and
Zeyar Aung and
Stuart E. Madnick},
title = {Imitative Learning for Online Planning in Microgrids},
booktitle = {Data Analytics for Renewable Energy Integration - Third {ECML} {PKDD}
Workshop, {DARE} 2015, Porto, Portugal, September 11, 2015. Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9518},
pages = {1--15},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27430-0\_1},
doi = {10.1007/978-3-319-27430-0\_1},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AittaharFLEF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CastronovoECF15,
author = {Michael Castronovo and
Damien Ernst and
Adrien Cou{\"{e}}toux and
Rapha{\"{e}}l Fonteneau},
title = {Benchmarking for Bayesian Reinforcement Learning},
journal = {CoRR},
volume = {abs/1509.04064},
year = {2015},
url = {http://arxiv.org/abs/1509.04064},
eprinttype = {arXiv},
eprint = {1509.04064},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/CastronovoECF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Francois-LavetF15,
author = {Vincent Fran{\c{c}}ois{-}Lavet and
Rapha{\"{e}}l Fonteneau and
Damien Ernst},
title = {How to Discount Deep Reinforcement Learning: Towards New Dynamic Strategies},
journal = {CoRR},
volume = {abs/1512.02011},
year = {2015},
url = {http://arxiv.org/abs/1512.02011},
eprinttype = {arXiv},
eprint = {1512.02011},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Francois-LavetF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/Francois-LavetFE14,
author = {Vincent Fran{\c{c}}ois{-}Lavet and
Rapha{\"{e}}l Fonteneau and
Damien Ernst},
title = {Using approximate dynamic programming for estimating the revenues
of a hydrogen-based high-capacity storage device},
booktitle = {2014 {IEEE} Symposium on Adaptive Dynamic Programming and Reinforcement
Learning, {ADPRL} 2014, Orlando, FL, USA, December 9-12, 2014},
pages = {1--8},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ADPRL.2014.7010624},
doi = {10.1109/ADPRL.2014.7010624},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/adprl/Francois-LavetFE14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/FonteneauEBL14,
author = {Raphael Fonteneau and
Damien Ernst and
Bernard Boigelot and
Quentin Louveaux},
title = {Lipschitz robust control from off-policy trajectories},
booktitle = {53rd {IEEE} Conference on Decision and Control, {CDC} 2014, Los Angeles,
CA, USA, December 15-17, 2014},
pages = {4924--4931},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/CDC.2014.7040158},
doi = {10.1109/CDC.2014.7040158},
timestamp = {Fri, 04 Mar 2022 13:29:15 +0100},
biburl = {https://dblp.org/rec/conf/cdc/FonteneauEBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SuteraJFQLEG14,
author = {Antonio Sutera and
Arnaud Joly and
Vincent Fran{\c{c}}ois{-}Lavet and
Zixiao Aaron Qiu and
Gilles Louppe and
Damien Ernst and
Pierre Geurts},
title = {Simple Connectome Inference from Partial Correlation Statistics in
Calcium Imaging},
booktitle = {Proceedings of the Neural Connectomics Workshop at {ECML} 2014, Porto,
Portugal, September 7, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {46},
pages = {23--34},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v46/sutera15.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SuteraJFQLEG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pscc/GemineELC14,
author = {Quentin Gemine and
Damien Ernst and
Quentin Louveaux and
Bertrand Corn{\'{e}}lusse},
title = {Relaxations for multi-period optimal power flow problems with discrete
decision variables},
booktitle = {2014 Power Systems Computation Conference, Wroc{\l}aw, Poland, August
18-22, 2014},
pages = {1--7},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/PSCC.2014.7038396},
doi = {10.1109/PSCC.2014.7038396},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/pscc/GemineELC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pscc/MathieuLEC14,
author = {Sebastien Mathieu and
Quentin Louveaux and
Damien Ernst and
Bertrand Corn{\'{e}}lusse},
title = {A quantitative analysis of the effect of flexible loads on reserve
markets},
booktitle = {2014 Power Systems Computation Conference, Wroc{\l}aw, Poland, August
18-22, 2014},
pages = {1--7},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/PSCC.2014.7038428},
doi = {10.1109/PSCC.2014.7038428},
timestamp = {Mon, 05 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pscc/MathieuLEC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MathieuLEC14,
author = {Sebastien Mathieu and
Quentin Louveaux and
Damien Ernst and
Bertrand Corn{\'{e}}lusse},
title = {A quantitative analysis of the effect of flexible loads on reserve
markets},
journal = {CoRR},
volume = {abs/1402.0362},
year = {2014},
url = {http://arxiv.org/abs/1402.0362},
eprinttype = {arXiv},
eprint = {1402.0362},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MathieuLEC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GemineEC14,
author = {Quentin Gemine and
Damien Ernst and
Bertrand Corn{\'{e}}lusse},
title = {Active network management for electrical distribution systems: problem
formulation and benchmark},
journal = {CoRR},
volume = {abs/1405.2806},
year = {2014},
url = {http://arxiv.org/abs/1405.2806},
eprinttype = {arXiv},
eprint = {1405.2806},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GemineEC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/SuteraJFQLEG14,
author = {Antonio Sutera and
Arnaud Joly and
Vincent Fran{\c{c}}ois{-}Lavet and
Zixiao Aaron Qiu and
Gilles Louppe and
Damien Ernst and
Pierre Geurts},
title = {Simple connectome inference from partial correlation statistics in
calcium imaging},
journal = {CoRR},
volume = {abs/1406.7865},
year = {2014},
url = {http://arxiv.org/abs/1406.7865},
eprinttype = {arXiv},
eprint = {1406.7865},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/SuteraJFQLEG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/FonteneauMWE13,
author = {Raphael Fonteneau and
Susan A. Murphy and
Louis Wehenkel and
Damien Ernst},
title = {Batch mode reinforcement learning based on the synthesis of artificial
trajectories},
journal = {Ann. Oper. Res.},
volume = {208},
number = {1},
pages = {383--416},
year = {2013},
url = {https://doi.org/10.1007/s10479-012-1248-5},
doi = {10.1007/S10479-012-1248-5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/anor/FonteneauMWE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/JungMNEL13,
author = {Tobias Jung and
Sylvain Martin and
Mohamed Nassar and
Damien Ernst and
Guy Leduc},
title = {Outbound {SPIT} filter with optimal performance guarantees},
journal = {Comput. Networks},
volume = {57},
number = {7},
pages = {1630--1643},
year = {2013},
url = {https://doi.org/10.1016/j.comnet.2013.02.013},
doi = {10.1016/J.COMNET.2013.02.013},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/JungMNEL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informs/DefournyEW13,
author = {Boris Defourny and
Damien Ernst and
Louis Wehenkel},
title = {Scenario Trees and Policy Selection for Multistage Stochastic Programming
Using Machine Learning},
journal = {{INFORMS} J. Comput.},
volume = {25},
number = {3},
pages = {488--501},
year = {2013},
url = {https://doi.org/10.1287/ijoc.1120.0516},
doi = {10.1287/IJOC.1120.0516},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/informs/DefournyEW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BubeckEG13,
author = {S{\'{e}}bastien Bubeck and
Damien Ernst and
Aur{\'{e}}lien Garivier},
title = {Optimal discovery with probabilistic expert advice: finite time analysis
and macroscopic optimality},
journal = {J. Mach. Learn. Res.},
volume = {14},
number = {1},
pages = {601--623},
year = {2013},
url = {https://dl.acm.org/doi/10.5555/2567709.2502599},
doi = {10.5555/2567709.2502599},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BubeckEG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ria/FonteneauMWE13,
author = {Raphael Fonteneau and
Susan A. Murphy and
Louis Wehenkel and
Damien Ernst},
title = {Strat{\'{e}}gies d'{\'{e}}chantillonnage pour l'apprentissage
par renforcement batch},
journal = {Rev. d'Intelligence Artif.},
volume = {27},
number = {2},
pages = {171--194},
year = {2013},
url = {https://doi.org/10.3166/ria.27.171-194},
doi = {10.3166/RIA.27.171-194},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ria/FonteneauMWE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/siamco/FonteneauEBL13,
author = {Raphael Fonteneau and
Damien Ernst and
Bernard Boigelot and
Quentin Louveaux},
title = {Min Max Generalization for Deterministic Batch Mode Reinforcement
Learning: Relaxation Schemes},
journal = {{SIAM} J. Control. Optim.},
volume = {51},
number = {5},
pages = {3355--3385},
year = {2013},
url = {https://doi.org/10.1137/120867263},
doi = {10.1137/120867263},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/siamco/FonteneauEBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tciaig/MaesSE13,
author = {Francis Maes and
David Lupien St{-}Pierre and
Damien Ernst},
title = {Monte Carlo Search Algorithm Discovery for Single-Player Games},
journal = {{IEEE} Trans. Comput. Intell. {AI} Games},
volume = {5},
number = {3},
pages = {201--213},
year = {2013},
url = {https://doi.org/10.1109/TCIAIG.2013.2239295},
doi = {10.1109/TCIAIG.2013.2239295},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tciaig/MaesSE13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/JungEM13,
author = {Tobias Jung and
Damien Ernst and
Francis Maes},
title = {Optimized look-ahead trees: Extensions to large and continuous action
spaces},
booktitle = {Proceedings of the 2013 {IEEE} Symposium on Adaptive Dynamic Programming
and Reinforcement Learning, {ADPRL} 2013, {IEEE} Symposium Series
on Computational Intelligence (SSCI), 16-19 April 2013, Singapore},
pages = {85--92},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ADPRL.2013.6614993},
doi = {10.1109/ADPRL.2013.6614993},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/adprl/JungEM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/SootlaSEBS13,
author = {Aivar Sootla and
Natalja Strelkowa and
Damien Ernst and
Mauricio Barahona and
Guy{-}Bart Stan},
title = {On periodic reference tracking using batch-mode reinforcement learning
with application to gene regulatory network control},
booktitle = {Proceedings of the 52nd {IEEE} Conference on Decision and Control,
{CDC} 2013, Florence, Italy, December 10-13, 2013},
pages = {4086--4091},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/CDC.2013.6760515},
doi = {10.1109/CDC.2013.6760515},
timestamp = {Fri, 04 Mar 2022 13:29:02 +0100},
biburl = {https://dblp.org/rec/conf/cdc/SootlaSEBS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isgteurope/MathieuEL13,
author = {Sebastien Mathieu and
Damien Ernst and
Quentin Louveaux},
title = {An efficient algorithm for the provision of a day-ahead modulation
service by a load aggregator},
booktitle = {4th {IEEE} {PES} Innovative Smart Grid Technologies Europe, {ISGT}
Europe 2013, Lyngby, Denmark, October 6-9, 2013},
pages = {1--5},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ISGTEurope.2013.6695247},
doi = {10.1109/ISGTEUROPE.2013.6695247},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/isgteurope/MathieuEL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-2987,
author = {Aivar Sootla and
Natalja Strelkowa and
Damien Ernst and
Mauricio Barahona and
Guy{-}Bart Stan},
title = {On Periodic Reference Tracking Using Batch-Mode Reinforcement Learning
with Application to Gene Regulatory Network Control},
journal = {CoRR},
volume = {abs/1303.2987},
year = {2013},
url = {http://arxiv.org/abs/1303.2987},
eprinttype = {arXiv},
eprint = {1303.2987},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-2987.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-3183,
author = {Aivar Sootla and
Natalja Strelkowa and
Damien Ernst and
Mauricio Barahona and
Guy{-}Bart Stan},
title = {Toggling a Genetic Switch Using Reinforcement Learning},
journal = {CoRR},
volume = {abs/1303.3183},
year = {2013},
url = {http://arxiv.org/abs/1303.3183},
eprinttype = {arXiv},
eprint = {1303.3183},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-3183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/SarletteDPE12,
author = {Alain Sarlette and
Jing Dai and
Yannick Phulpin and
Damien Ernst},
title = {Cooperative frequency control with a multi-terminal high-voltage {DC}
network},
journal = {Autom.},
volume = {48},
number = {12},
pages = {3128--3134},
year = {2012},
url = {https://doi.org/10.1016/j.automatica.2012.08.017},
doi = {10.1016/J.AUTOMATICA.2012.08.017},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/SarletteDPE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aims/JungMEL12,
author = {Tobias Jung and
Sylvain Martin and
Damien Ernst and
Guy Leduc},
editor = {Ramin Sadre and
Jiri Novotn{\'{y}} and
Pavel Celeda and
Martin Waldburger and
Burkhard Stiller},
title = {{SPRT} for {SPIT:} Using the Sequential Probability Ratio Test for
Spam in VoIP Prevention},
booktitle = {Dependable Networks and Services - 6th {IFIP} {WG} 6.6 International
Conference on Autonomous Infrastructure, Management, and Security,
{AIMS} 2012, Luxembourg, Luxembourg, June 4-8, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7279},
pages = {74--85},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30633-4\_10},
doi = {10.1007/978-3-642-30633-4\_10},
timestamp = {Tue, 14 May 2019 10:00:35 +0200},
biburl = {https://dblp.org/rec/conf/aims/JungMEL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/BubeckEG12,
author = {S{\'{e}}bastien Bubeck and
Damien Ernst and
Aur{\'{e}}lien Garivier},
title = {Optimal discovery with probabilistic expert advice},
booktitle = {Proceedings of the 51th {IEEE} Conference on Decision and Control,
{CDC} 2012, December 10-13, 2012, Maui, HI, {USA}},
pages = {6808--6812},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CDC.2012.6426724},
doi = {10.1109/CDC.2012.6426724},
timestamp = {Fri, 04 Mar 2022 13:28:47 +0100},
biburl = {https://dblp.org/rec/conf/cdc/BubeckEG12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/PerickSME12,
author = {Pierre Perick and
David Lupien St{-}Pierre and
Francis Maes and
Damien Ernst},
title = {Comparison of different selection strategies in Monte-Carlo Tree Search
for the game of Tron},
booktitle = {2012 {IEEE} Conference on Computational Intelligence and Games, {CIG}
2012, Granada, Spain, September 11-14, 2012},
pages = {242--249},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIG.2012.6374162},
doi = {10.1109/CIG.2012.6374162},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/cig/PerickSME12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cig/GemineSFE12,
author = {Quentin Gemine and
Firas Safadi and
Raphael Fonteneau and
Damien Ernst},
title = {Imitative learning for real-time strategy games},
booktitle = {2012 {IEEE} Conference on Computational Intelligence and Games, {CIG}
2012, Granada, Spain, September 11-14, 2012},
pages = {424--429},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CIG.2012.6374186},
doi = {10.1109/CIG.2012.6374186},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cig/GemineSFE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/MaesFWE12,
author = {Francis Maes and
Raphael Fonteneau and
Louis Wehenkel and
Damien Ernst},
editor = {Jean{-}Gabriel Ganascia and
Philippe Lenca and
Jean{-}Marc Petit},
title = {Policy Search in a Space of Simple Closed-form Formulas: Towards Interpretability
of Reinforcement Learning},
booktitle = {Discovery Science - 15th International Conference, {DS} 2012, Lyon,
France, October 29-31, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7569},
pages = {37--51},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33492-4\_6},
doi = {10.1007/978-3-642-33492-4\_6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/MaesFWE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/CastronovoMFE12,
author = {Michael Castronovo and
Francis Maes and
Raphael Fonteneau and
Damien Ernst},
editor = {Marc Peter Deisenroth and
Csaba Szepesv{\'{a}}ri and
Jan Peters},
title = {Learning Exploration/Exploitation Strategies for Single Trajectory
Reinforcement Learning},
booktitle = {Proceedings of the Tenth European Workshop on Reinforcement Learning,
{EWRL} 2012, Edinburgh, Scotland, UK, June, 2012},
series = {{JMLR} Proceedings},
volume = {24},
pages = {1--10},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v24/castronovo12a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/CastronovoMFE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/MaesWE12,
author = {Francis Maes and
Louis Wehenkel and
Damien Ernst},
editor = {Joaquim Filipe and
Ana L. N. Fred},
title = {Learning to Play K-armed Bandit Problems},
booktitle = {{ICAART} 2012 - Proceedings of the 4th International Conference on
Agents and Artificial Intelligence, Volume 1 - Artificial Intelligence,
Vilamoura, Algarve, Portugal, 6-8 February, 2012},
pages = {74--81},
publisher = {SciTePress},
year = {2012},
timestamp = {Thu, 03 May 2012 17:45:15 +0200},
biburl = {https://dblp.org/rec/conf/icaart/MaesWE12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/MaesWE12a,
author = {Francis Maes and
Louis Wehenkel and
Damien Ernst},
editor = {Joaquim Filipe and
Ana L. N. Fred},
title = {Meta-learning of Exploration/Exploitation Strategies: The Multi-armed
Bandit Case},
booktitle = {Agents and Artificial Intelligence - 4th International Conference,
{ICAART} 2012, Vilamoura, Portugal, February 6-8, 2012. Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {358},
pages = {100--115},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-36907-0\_7},
doi = {10.1007/978-3-642-36907-0\_7},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaart/MaesWE12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/JungMEL12,
author = {Tobias Jung and
Sylvain Martin and
Damien Ernst and
Guy Leduc},
title = {Contextual multi-armed bandits for web server defense},
booktitle = {The 2012 International Joint Conference on Neural Networks (IJCNN),
Brisbane, Australia, June 10-15, 2012},
pages = {1--8},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/IJCNN.2012.6252760},
doi = {10.1109/IJCNN.2012.6252760},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/JungMEL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-6181,
author = {Tobias Jung and
Sylvain Martin and
Damien Ernst and
Guy Leduc},
title = {Contextual Multi-armed Bandits for the Prevention of Spam in VoIP
Networks},
journal = {CoRR},
volume = {abs/1201.6181},
year = {2012},
url = {http://arxiv.org/abs/1201.6181},
eprinttype = {arXiv},
eprint = {1201.6181},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-6181.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1201-6190,
author = {Tobias Jung and
Sylvain Martin and
Mohamed Nassar and
Damien Ernst and
Guy Leduc},
title = {Outbound {SPIT} Filter with Optimal Performance Guarantees},
journal = {CoRR},
volume = {abs/1201.6190},
year = {2012},
url = {http://arxiv.org/abs/1201.6190},
eprinttype = {arXiv},
eprint = {1201.6190},
timestamp = {Fri, 12 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1201-6190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1202-5298,
author = {Raphael Fonteneau and
Damien Ernst and
Bernard Boigelot and
Quentin Louveaux},
title = {Min Max Generalization for Deterministic Batch Mode Reinforcement
Learning: Relaxation Schemes},
journal = {CoRR},
volume = {abs/1202.5298},
year = {2012},
url = {http://arxiv.org/abs/1202.5298},
eprinttype = {arXiv},
eprint = {1202.5298},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1202-5298.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-4096,
author = {Spyros Chatzivasileiadis and
Damien Ernst and
G{\"{o}}ran Andersson},
title = {The Global Grid},
journal = {CoRR},
volume = {abs/1207.4096},
year = {2012},
url = {http://arxiv.org/abs/1207.4096},
eprinttype = {arXiv},
eprint = {1207.4096},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-4096.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-5208,
author = {Francis Maes and
Damien Ernst and
Louis Wehenkel},
title = {Meta-Learning of Exploration/Exploitation Strategies: The Multi-Armed
Bandit Case},
journal = {CoRR},
volume = {abs/1207.5208},
year = {2012},
url = {http://arxiv.org/abs/1207.5208},
eprinttype = {arXiv},
eprint = {1207.5208},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-5208.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-5259,
author = {S{\'{e}}bastien Bubeck and
Damien Ernst and
Aur{\'{e}}lien Garivier},
title = {Optimal discovery with probabilistic expert advice: finite time analysis
and macroscopic optimality},
journal = {CoRR},
volume = {abs/1207.5259},
year = {2012},
url = {http://arxiv.org/abs/1207.5259},
eprinttype = {arXiv},
eprint = {1207.5259},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-5259.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-4692,
author = {Francis Maes and
David Lupien St{-}Pierre and
Damien Ernst},
title = {Monte Carlo Search Algorithm Discovery for One Player Games},
journal = {CoRR},
volume = {abs/1208.4692},
year = {2012},
url = {http://arxiv.org/abs/1208.4692},
eprinttype = {arXiv},
eprint = {1208.4692},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-4692.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-4773,
author = {Tobias Jung and
Louis Wehenkel and
Damien Ernst and
Francis Maes},
title = {Optimized Look-Ahead Tree Policies: {A} Bridge Between Look-Ahead
Tree Policies and Direct Policy Search},
journal = {CoRR},
volume = {abs/1208.4773},
year = {2012},
url = {http://arxiv.org/abs/1208.4773},
eprinttype = {arXiv},
eprint = {1208.4773},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-4773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ria/FonteneauMWE11,
author = {Raphael Fonteneau and
Susan A. Murphy and
Louis Wehenkel and
Damien Ernst},
title = {Estimation Monte Carlo sans mod{\`{e}}le de politiques de d{\'{e}}cision},
journal = {Rev. d'Intelligence Artif.},
volume = {25},
number = {3},
pages = {321--343},
year = {2011},
url = {https://doi.org/10.3166/ria.25.321-343},
doi = {10.3166/RIA.25.321-343},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ria/FonteneauMWE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/BusoniuESB11,
author = {Lucian Busoniu and
Damien Ernst and
Bart De Schutter and
Robert Babuska},
title = {Cross-Entropy Optimization of Control Policies With Adaptive Basis
Functions},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {41},
number = {1},
pages = {196--209},
year = {2011},
url = {https://doi.org/10.1109/TSMCB.2010.2050586},
doi = {10.1109/TSMCB.2010.2050586},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/BusoniuESB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/BusoniuESB11,
author = {Lucian Busoniu and
Damien Ernst and
Bart De Schutter and
Robert Babuska},
title = {Approximate reinforcement learning: An overview},
booktitle = {2011 {IEEE} Symposium on Adaptive Dynamic Programming And Reinforcement
Learning, {ADPRL} 2011, Paris, France, April 12-14, 2011},
pages = {1--8},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ADPRL.2011.5967353},
doi = {10.1109/ADPRL.2011.5967353},
timestamp = {Sat, 31 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adprl/BusoniuESB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/FonteneauMWE11,
author = {Raphael Fonteneau and
Susan A. Murphy and
Louis Wehenkel and
Damien Ernst},
title = {Active exploration by searching for experiments that falsify the computed
control policy},
booktitle = {2011 {IEEE} Symposium on Adaptive Dynamic Programming And Reinforcement
Learning, {ADPRL} 2011, Paris, France, April 12-14, 2011},
pages = {40--47},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ADPRL.2011.5967364},
doi = {10.1109/ADPRL.2011.5967364},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adprl/FonteneauMWE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/MaesWE11,
author = {Francis Maes and
Louis Wehenkel and
Damien Ernst},
editor = {Scott Sanner and
Marcus Hutter},
title = {Automatic Discovery of Ranking Formulas for Playing with Multi-armed
Bandits},
booktitle = {Recent Advances in Reinforcement Learning - 9th European Workshop,
{EWRL} 2011, Athens, Greece, September 9-11, 2011, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {7188},
pages = {5--17},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-29946-9\_5},
doi = {10.1007/978-3-642-29946-9\_5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/MaesWE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/MaesWE11a,
author = {Francis Maes and
Louis Wehenkel and
Damien Ernst},
editor = {Scott Sanner and
Marcus Hutter},
title = {Optimized Look-ahead Tree Search Policies},
booktitle = {Recent Advances in Reinforcement Learning - 9th European Workshop,
{EWRL} 2011, Athens, Greece, September 9-11, 2011, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {7188},
pages = {189--200},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-29946-9\_20},
doi = {10.1007/978-3-642-29946-9\_20},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/MaesWE11a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/RachelsonSWE11,
author = {Emmanuel Rachelson and
Fran{\c{c}}ois Schnitzler and
Louis Wehenkel and
Damien Ernst},
editor = {Joaquim Filipe and
Ana L. N. Fred},
title = {Optimal Sample Selection for Batch-mode Reinforcement Learning},
booktitle = {{ICAART} 2011 - Proceedings of the 3rd International Conference on
Agents and Artificial Intelligence, Volume 1 - Artificial Intelligence,
Rome, Italy, January 28-30, 2011},
pages = {41--50},
publisher = {SciTePress},
year = {2011},
timestamp = {Thu, 07 Jul 2011 22:16:28 +0200},
biburl = {https://dblp.org/rec/conf/icaart/RachelsonSWE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartgridcomm/PhulpinHE11,
author = {Yannick Phulpin and
Jagabondhu Hazra and
Damien Ernst},
title = {Model predictive control of {HVDC} power flow to improve transient
stability in power systems},
booktitle = {{IEEE} Second International Conference on Smart Grid Communications,
SmartGridComm 2011, Brussels, Belgium, October 17-20, 2011},
pages = {593--598},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/SmartGridComm.2011.6102391},
doi = {10.1109/SMARTGRIDCOMM.2011.6102391},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smartgridcomm/PhulpinHE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1110-5447,
author = {S{\'{e}}bastien Bubeck and
Damien Ernst and
Aur{\'{e}}lien Garivier},
title = {Optimal discovery with probabilistic expert advice},
journal = {CoRR},
volume = {abs/1110.5447},
year = {2011},
url = {http://arxiv.org/abs/1110.5447},
eprinttype = {arXiv},
eprint = {1110.5447},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1110-5447.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/BusoniuESB10,
author = {Lucian Busoniu and
Damien Ernst and
Bart De Schutter and
Robert Babuska},
title = {Approximate dynamic programming with a fuzzy parameterization},
journal = {Autom.},
volume = {46},
number = {5},
pages = {804--814},
year = {2010},
url = {https://doi.org/10.1016/j.automatica.2010.02.006},
doi = {10.1016/J.AUTOMATICA.2010.02.006},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/BusoniuESB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amcc/BusoniuESB10,
author = {Lucian Busoniu and
Damien Ernst and
Bart De Schutter and
Robert Babuska},
title = {Online least-squares policy iteration for reinforcement learning control},
booktitle = {American Control Conference, {ACC} 2010, Baltimore, Maryland, USA,
June 30 - July 2, 2010},
pages = {486--491},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ACC.2010.5530856},
doi = {10.1109/ACC.2010.5530856},
timestamp = {Sun, 08 Aug 2021 01:40:56 +0200},
biburl = {https://dblp.org/rec/conf/amcc/BusoniuESB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/FonteneauMWE10a,
author = {Raphael Fonteneau and
Susan A. Murphy and
Louis Wehenkel and
Damien Ernst},
editor = {Joaquim Filipe and
Ana L. N. Fred and
Bernadette Sharp},
title = {Towards Min Max Generalization in Reinforcement Learning},
booktitle = {Agents and Artificial Intelligence - Second International Conference,
{ICAART} 2010, Valencia, Spain, January 22-24, 2010. Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {129},
pages = {61--77},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-19890-8\_5},
doi = {10.1007/978-3-642-19890-8\_5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icaart/FonteneauMWE10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/FonteneauMWE10,
author = {Raphael Fonteneau and
Susan A. Murphy and
Louis Wehenkel and
Damien Ernst},
editor = {Joaquim Filipe and
Ana L. N. Fred and
Bernadette Sharp},
title = {A Cautious Approach to Generalization in Reinforcement Learning},
booktitle = {{ICAART} 2010 - Proceedings of the International Conference on Agents
and Artificial Intelligence, Volume 1 - Artificial Intelligence, Valencia,
Spain, January 22-24, 2010},
pages = {64--73},
publisher = {{INSTICC} Press},
year = {2010},
timestamp = {Wed, 03 Mar 2010 08:01:07 +0100},
biburl = {https://dblp.org/rec/conf/icaart/FonteneauMWE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icc/JouiniEMP10,
author = {Wassim Jouini and
Damien Ernst and
Christophe Moy and
Jacques Palicot},
title = {Upper Confidence Bound Based Decision Making Strategies and Dynamic
Spectrum Access},
booktitle = {Proceedings of {IEEE} International Conference on Communications,
{ICC} 2010, Cape Town, South Africa, 23-27 May 2010},
pages = {1--5},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/ICC.2010.5502014},
doi = {10.1109/ICC.2010.5502014},
timestamp = {Sat, 04 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icc/JouiniEMP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FonteneauMWE10,
author = {Raphael Fonteneau and
Susan A. Murphy and
Louis Wehenkel and
Damien Ernst},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Model-Free Monte Carlo-like Policy Evaluation},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {217--224},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/fonteneau10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FonteneauMWE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/ErnstGCW09,
author = {Damien Ernst and
Mevludin Glavic and
Florin Capitanescu and
Louis Wehenkel},
title = {Reinforcement Learning Versus Model Predictive Control: {A} Comparison
on a Power System Problem},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {B}},
volume = {39},
number = {2},
pages = {517--529},
year = {2009},
url = {https://doi.org/10.1109/TSMCB.2008.2007630},
doi = {10.1109/TSMCB.2008.2007630},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/ErnstGCW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/FonteneauMWE09,
author = {Rapha{\"{e}}l Fonteneau and
Susan A. Murphy and
Louis Wehenkel and
Damien Ernst},
title = {Inferring bounds on the performance of a control policy from a sample
of trajectories},
booktitle = {{IEEE} Symposium on Adaptive Dynamic Programming and Reinforcement
Learning, {ADPRL} 2009, Nashville, TN, USA, March 31 - April 1, 2009},
pages = {117--123},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ADPRL.2009.4927534},
doi = {10.1109/ADPRL.2009.4927534},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adprl/FonteneauMWE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/DefournyEW09,
author = {Boris Defourny and
Damien Ernst and
Louis Wehenkel},
title = {Planning under uncertainty, ensembles of disturbance trees and kernelized
discrete action spaces},
booktitle = {{IEEE} Symposium on Adaptive Dynamic Programming and Reinforcement
Learning, {ADPRL} 2009, Nashville, TN, USA, March 31 - April 1, 2009},
pages = {145--152},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ADPRL.2009.4927538},
doi = {10.1109/ADPRL.2009.4927538},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/adprl/DefournyEW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adprl/BusoniuESB09,
author = {Lucian Busoniu and
Damien Ernst and
Bart De Schutter and
Robert Babuska},
title = {Policy search with cross-entropy optimization of basis functions},
booktitle = {{IEEE} Symposium on Adaptive Dynamic Programming and Reinforcement
Learning, {ADPRL} 2009, Nashville, TN, USA, March 31 - April 1, 2009},
pages = {153--160},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ADPRL.2009.4927539},
doi = {10.1109/ADPRL.2009.4927539},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adprl/BusoniuESB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/PhulpinBPE09,
author = {Yannick Phulpin and
Miroslav Begovic and
Marc Petit and
Damien Ernst},
title = {Decentralized Reactive Power Dispatch for a Time-Varying Multi-TSO
System},
booktitle = {42st Hawaii International International Conference on Systems Science
{(HICSS-42} 2009), Proceedings {(CD-ROM} and online), 5-8 January
2009, Waikoloa, Big Island, HI, {USA}},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/HICSS.2009.142},
doi = {10.1109/HICSS.2009.142},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/PhulpinBPE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saga/DefournyEW09,
author = {Boris Defourny and
Damien Ernst and
Louis Wehenkel},
editor = {Osamu Watanabe and
Thomas Zeugmann},
title = {Bounds for Multistage Stochastic Programs Using Supervised Learning
Strategies},
booktitle = {Stochastic Algorithms: Foundations and Applications, 5th International
Symposium, {SAGA} 2009, Sapporo, Japan, October 26-28, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5792},
pages = {61--73},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04944-6\_6},
doi = {10.1007/978-3-642-04944-6\_6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/saga/DefournyEW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewrl/DefournyEW08,
author = {Boris Defourny and
Damien Ernst and
Louis Wehenkel},
editor = {Sertan Girgin and
Manuel Loth and
R{\'{e}}mi Munos and
Philippe Preux and
Daniil Ryabko},
title = {Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble
of Incomplete Disturbance Trees},
booktitle = {Recent Advances in Reinforcement Learning, 8th European Workshop,
{EWRL} 2008, Villeneuve d'Ascq, France, June 30 - July 3, 2008, Revised
and Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5323},
pages = {1--14},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89722-4\_1},
doi = {10.1007/978-3-540-89722-4\_1},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ewrl/DefournyEW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/BusoniuESB08,
author = {Lucian Busoniu and
Damien Ernst and
Bart De Schutter and
Robert Babuska},
title = {Consistency of fuzzy model-based reinforcement learning},
booktitle = {{FUZZ-IEEE} 2008, {IEEE} International Conference on Fuzzy Systems,
Hong Kong, China, 1-6 June, 2008, Proceedings},
pages = {518--524},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/FUZZY.2008.4630417},
doi = {10.1109/FUZZY.2008.4630417},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/BusoniuESB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AngelGEGW07,
author = {Alberto Del Angel and
Pierre Geurts and
Damien Ernst and
Mevludin Glavic and
Louis Wehenkel},
title = {Estimation of rotor angles of synchronous machines using artificial
neural networks and local PMU-based quantities},
journal = {Neurocomputing},
volume = {70},
number = {16-18},
pages = {2668--2678},
year = {2007},
url = {https://doi.org/10.1016/j.neucom.2006.12.017},
doi = {10.1016/J.NEUCOM.2006.12.017},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/AngelGEGW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aamas/BusoniuESB07,
author = {Lucian Busoniu and
Damien Ernst and
Bart De Schutter and
Robert Babuska},
editor = {Karl Tuyls and
Ann Now{\'{e}} and
Zahia Guessoum and
Daniel Kudenko},
title = {Continuous-State Reinforcement Learning with Fuzzy Approximation},
booktitle = {Adaptive Agents and Multi-Agent Systems {III.} Adaptation and Multi-Agent
Learning, 5th, 6th, and 7th European Symposium, {ALAMAS} 2005-2007
on Adaptive and Learning Agents and Multi-Agent Systems, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {4865},
pages = {27--43},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-77949-0\_3},
doi = {10.1007/978-3-540-77949-0\_3},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aamas/BusoniuESB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/BusoniuESB07,
author = {Lucian Busoniu and
Damien Ernst and
Bart De Schutter and
Robert Babuska},
title = {Fuzzy Approximation for Convergent Model-Based Reinforcement Learning},
booktitle = {{FUZZ-IEEE} 2007, {IEEE} International Conference on Fuzzy Systems,
Imperial College, London, UK, 23-26 July, 2007, Proceedings},
pages = {1--6},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/FUZZY.2007.4295497},
doi = {10.1109/FUZZY.2007.4295497},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/BusoniuESB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/GeurtsEW06,
author = {Pierre Geurts and
Damien Ernst and
Louis Wehenkel},
title = {Extremely randomized trees},
journal = {Mach. Learn.},
volume = {63},
number = {1},
pages = {3--42},
year = {2006},
url = {https://doi.org/10.1007/s10994-006-6226-1},
doi = {10.1007/S10994-006-6226-1},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/GeurtsEW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/ErnstSGW06,
author = {Damien Ernst and
Guy{-}Bart Stan and
Jorge M. Gon{\c{c}}alves and
Louis Wehenkel},
title = {Clinical data based optimal {STI} strategies for {HIV:} a reinforcement
learning approach},
booktitle = {45th {IEEE} Conference on Decision and Control, {CDC} 2006, San Diego,
CA, USA, December 13-15, 2006},
pages = {667--672},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/CDC.2006.377527},
doi = {10.1109/CDC.2006.377527},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cdc/ErnstSGW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iwicpas/ErnstMW06,
author = {Damien Ernst and
Rapha{\"{e}}l Mar{\'{e}}e and
Louis Wehenkel},
editor = {Nanning Zheng and
Xiaoyi Jiang and
Xuguang Lan},
title = {Reinforcement Learning with Raw Image Pixels as Input State},
booktitle = {Advances in Machine Vision, Image Processing, and Pattern Analysis,
International Workshop on Intelligent Computing in Pattern Analysis/Synthesis,
{IWICPAS} 2006, Xi'an, China, August 26-27, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4153},
pages = {446--454},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11821045\_47},
doi = {10.1007/11821045\_47},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iwicpas/ErnstMW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ErnstGW05,
author = {Damien Ernst and
Pierre Geurts and
Louis Wehenkel},
title = {Tree-Based Batch Mode Reinforcement Learning},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {503--556},
year = {2005},
url = {http://jmlr.org/papers/v6/ernst05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ErnstGW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/be/Ernst03,
author = {Damien Ernst},
title = {Near Optimal Closed-Loop Control. Application to Electric Power Systems},
school = {University of Li{\`{e}}ge, Belgium},
year = {2003},
url = {https://orbi.uliege.be/handle/2268/13270},
timestamp = {Mon, 31 Oct 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/be/Ernst03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/ErnstGW03,
author = {Damien Ernst and
Pierre Geurts and
Louis Wehenkel},
editor = {Nada Lavrac and
Dragan Gamberger and
Ljupco Todorovski and
Hendrik Blockeel},
title = {Iteratively Extending Time Horizon Reinforcement Learning},
booktitle = {Machine Learning: {ECML} 2003, 14th European Conference on Machine
Learning, Cavtat-Dubrovnik, Croatia, September 22-26, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2837},
pages = {96--107},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-39857-8\_11},
doi = {10.1007/978-3-540-39857-8\_11},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecml/ErnstGW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/GhandhariAPE01,
author = {M. Ghandhari and
G{\"{o}}ran Andersson and
M. Pavella and
Damien Ernst},
title = {A control strategy for controllable series capacitor in electric power
systems},
journal = {Autom.},
volume = {37},
number = {10},
pages = {1575--1583},
year = {2001},
url = {https://doi.org/10.1016/S0005-1098(01)00099-1},
doi = {10.1016/S0005-1098(01)00099-1},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/GhandhariAPE01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cdc/Ernst01,
author = {Damien Ernst},
title = {Reinforcement learning applied to power system oscillations damping},
booktitle = {40th {IEEE} Conference on Decision and Control, {CDC} 2001, Orlando,
FL, USA, 4-7 Dec., 2001},
pages = {3043--3044},
publisher = {{IEEE}},
year = {2001},
url = {https://doi.org/10.1109/.2001.980282},
doi = {10.1109/.2001.980282},
timestamp = {Thu, 13 Oct 2022 17:08:41 +0200},
biburl = {https://dblp.org/rec/conf/cdc/Ernst01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DruetEW00,
author = {Christophe Druet and
Damien Ernst and
Louis Wehenkel},
editor = {Djamel A. Zighed and
Henryk Jan Komorowski and
Jan M. Zytkow},
title = {Application of Reinforcement Learning to Electrical Power System Closed-Loop
Emergency Control},
booktitle = {Principles of Data Mining and Knowledge Discovery, 4th European Conference,
{PKDD} 2000, Lyon, France, September 13-16, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1910},
pages = {86--95},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45372-5\_9},
doi = {10.1007/3-540-45372-5\_9},
timestamp = {Mon, 05 Feb 2024 20:31:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DruetEW00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-04-25 01:22 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
