![](https://dblp.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
default search action
Damien Ernst
Person information
- affiliation: University of Liège, Belgium
Refine list
![note](https://dblp.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
- [j41]Milad Rahimipour Behbahani
, Alireza Jalilian
, Alireza Bahmanyar, Damien Ernst:
Comprehensive Review on Static and Dynamic Distribution Network Reconfiguration Methodologies. IEEE Access 12: 9510-9525 (2024) - [j40]Florent De Geeter, Damien Ernst, Guillaume Drion:
Spike-based computation using classical recurrent neural networks. Neuromorph. Comput. Eng. 4(2): 24007 (2024) - [j39]Bardhyl Miftari, Mathias Berger, Guillaume Derval, Quentin Louveaux, Damien Ernst:
GBOML: a structure-exploiting optimization modelling language in Python. Optim. Methods Softw. 39(1): 227-256 (2024) - [j38]Ioannis Boukas
, Elodie Burtin, Antonio Sutera
, Quentin Gemine, Bernard Pevee, Damien Ernst:
Exploiting the Flexibility Potential of Water Distribution Networks: A Pilot Project in Belgium. IEEE Trans. Smart Grid 15(1): 394-404 (2024) - [i53]Samy Aittahar, Adrien Bolland, Guillaume Derval, Damien Ernst:
Optimal Control of Renewable Energy Communities subject to Network Peak Fees with Model Predictive Control and Reinforcement Learning Algorithms. CoRR abs/2401.16321 (2024) - [i52]Adrien Bolland, Gaspard Lambrechts, Damien Ernst:
Behind the Myth of Exploration in Policy Gradients. CoRR abs/2402.00162 (2024) - [i51]Arthur Louette, Gaspard Lambrechts, Damien Ernst, Eric Pirard, Godefroid Dislaire:
Reinforcement Learning to improve delta robot throws for sorting scrap metal. CoRR abs/2406.13453 (2024) - [i50]Gaspard Lambrechts, Yann Claes, Pierre Geurts, Damien Ernst:
Parallelizing Autoregressive Generation with Variational State Space Models. CoRR abs/2407.08415 (2024) - 2023
- [j37]Thibaut Théate
, Damien Ernst:
Risk-Sensitive Policy with Distributional Reinforcement Learning. Algorithms 16(7): 325 (2023) - [j36]Thibaut Théate, Antoine Wehenkel, Adrien Bolland, Gilles Louppe, Damien Ernst:
Distributional reinforcement learning with unconstrained monotonic neural networks. Neurocomputing 534: 199-219 (2023) - [j35]Gaspard Lambrechts, Florent De Geeter, Nicolas Vecoven, Damien Ernst, Guillaume Drion:
Warming up recurrent neural networks to maximise reachable multistability greatly improves learning. Neural Networks 166: 645-669 (2023) - [j34]Adrien Bolland, Gilles Louppe, Damien Ernst:
Policy Gradient Algorithms Implicitly Optimize by Continuation. Trans. Mach. Learn. Res. 2023 (2023) - [c56]Antoine Dubois, Damien Ernst:
Impacts of spatial and temporal resolutions on the near-optimal spaces of energy system optimisation models. ISGT EUROPE 2023: 1-5 - [c55]Pascal Leroy, Pablo G. Morato, Jonathan Pisane, Athanasios Kolios, Damien Ernst:
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL. NeurIPS 2023 - [i49]Antoine Dubois, Jonathan Dumas, Paolo Thiran, Gauthier Limpens, Damien Ernst:
Multi-objective near-optimal necessary conditions for multi-sectoral planning. CoRR abs/2302.12654 (2023) - [i48]Adrien Bolland, Gilles Louppe, Damien Ernst:
Policy Gradient Algorithms Implicitly Optimize by Continuation. CoRR abs/2305.06851 (2023) - [i47]Florent De Geeter, Damien Ernst, Guillaume Drion:
Spike-based computation using classical recurrent neural networks. CoRR abs/2306.03623 (2023) - [i46]Gaspard Lambrechts, Adrien Bolland, Damien Ernst:
Informed POMDP: Leveraging Additional Information in Model-Based RL. CoRR abs/2306.11488 (2023) - [i45]Pascal Leroy, Pablo G. Morato, Jonathan Pisane
, Athanasios Kolios, Damien Ernst:
IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL. CoRR abs/2306.11551 (2023) - 2022
- [j33]Miguel Manuel de Villena
, Samy Aittahar, Sebastien Mathieu, Ioannis Boukas
, Eric Vermeulen
, Damien Ernst:
Financial Optimization of Renewable Energy Communities Through Optimal Allocation of Locally Generated Electricity. IEEE Access 10: 77571-77586 (2022) - [j32]Adrien Bolland, Ioannis Boukas, Mathias Berger
, Damien Ernst:
Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent. J. Artif. Intell. Res. 73: 117-171 (2022) - [j31]Bardhyl Miftari
, Mathias Berger
, Hatim Djelassi, Damien Ernst
:
GBOML: Graph-Based Optimization Modeling Language. J. Open Source Softw. 7(72): 4158 (2022) - [j30]Mathias Berger
, David Radu, Antoine Dubois
, Hrvoje Pandzic, Yury Dvorkin, Quentin Louveaux, Damien Ernst:
Siting renewable power generation assets with combinatorial optimisation. Optim. Lett. 16(3): 877-907 (2022) - [j29]Michaël Fonder
, Damien Ernst
, Marc Van Droogenbroeck
:
Parallax Inference for Robust Temporal Monocular Depth Estimation in Unstructured Environments. Sensors 22(23): 9374 (2022) - [j28]Gaspard Lambrechts, Adrien Bolland, Damien Ernst:
Recurrent networks, hidden states and beliefs in partially observable environments. Trans. Mach. Learn. Res. 2022 (2022) - [i44]Florian Merchie, Damien Ernst:
Churn prediction in online gambling. CoRR abs/2201.02463 (2022) - [i43]Amina Benzerga, Alireza Bahmanyar, Damien Ernst:
Optimal Connection Phase Selection of Residential Distributed Energy Resources and its Impact on Aggregated Demand. CoRR abs/2207.05059 (2022) - [i42]Gaspard Lambrechts, Adrien Bolland, Damien Ernst:
Recurrent networks, hidden states and beliefs in partially observable environments. CoRR abs/2208.03520 (2022) - [i41]Pascal Leroy, Jonathan Pisane
, Damien Ernst:
Value-based CTDE Methods in Symmetric Two-team Markov Game: from Cooperation to Team Competition. CoRR abs/2211.11886 (2022) - [i40]Thibaut Théate, Damien Ernst:
Risk-Sensitive Policy with Distributional Reinforcement Learning. CoRR abs/2212.14743 (2022) - 2021
- [j27]Thibaut Théate
, Damien Ernst:
An application of deep reinforcement learning to algorithmic trading. Expert Syst. Appl. 173: 114632 (2021) - [j26]Ioannis Boukas, Damien Ernst, Thibaut Théate
, Adrien Bolland, Alexandre Huynen, Martin Buchwald, Christelle Wynants, Bertrand Cornélusse:
A deep reinforcement learning framework for continuous intraday market bidding. Mach. Learn. 110(9): 2335-2387 (2021) - [j25]Robin Henry, Damien Ernst:
Gym-ANM: Open-source software to leverage reinforcement learning for power system management in research and education. Softw. Impacts 9: 100092 (2021) - [c54]Decebal Constantin Mocanu, Elena Mocanu, Tiago Pinto, Selima Curci, Phuong H. Nguyen, Madeleine Gibescu, Damien Ernst, Zita A. Vale:
Sparse Training Theory for Scalable and Efficient Agents. AAMAS 2021: 34-38 - [c53]Daniele Marulli, Sébastien Mathieu, Amina Benzerga, Antonio Sutera, Damien Ernst:
Reconstruction of Low-Voltage Networks with Limited Observability. ISGT-Europe 2021: 1-5 - [i39]Mathias Berger, David Radu, Ghislain Detienne, Thierry Deschuyteneer, Aurore Richel, Damien Ernst:
Remote Renewable Hubs For Carbon-Neutral Synthetic Fuel Production. CoRR abs/2102.11375 (2021) - [i38]Decebal Constantin Mocanu, Elena Mocanu, Tiago Pinto
, Selima Curci, Phuong H. Nguyen, Madeleine Gibescu, Damien Ernst, Zita A. Vale:
Sparse Training Theory for Scalable and Efficient Agents. CoRR abs/2103.01636 (2021) - [i37]Robin Henry, Damien Ernst:
Gym-ANM: Reinforcement Learning Environments for Active Network Management Tasks in Electricity Distribution Systems. CoRR abs/2103.07932 (2021) - [i36]David Radu, Antoine Dubois, Mathias Berger, Damien Ernst:
Model Reduction in Capacity Expansion Planning Problems via Renewable Generation Site Selection. CoRR abs/2104.05792 (2021) - [i35]Robin Henry, Damien Ernst:
Gym-ANM: Open-source software to leverage reinforcement learning for power system management in research and education. CoRR abs/2105.08846 (2021) - [i34]Michaël Fonder, Damien Ernst, Marc Van Droogenbroeck:
M4Depth: A motion-based approach for monocular depth estimation on video sequences. CoRR abs/2105.09847 (2021) - [i33]Nicolas Vecoven, Damien Ernst, Guillaume Drion:
Warming-up recurrent neural networks to maximize reachable multi-stability greatly improves learning. CoRR abs/2106.01001 (2021) - [i32]Thibaut Théate
, Antoine Wehenkel, Adrien Bolland, Gilles Louppe, Damien Ernst:
Distributional Reinforcement Learning with Unconstrained Monotonic Neural Networks. CoRR abs/2106.03228 (2021) - [i31]Antoine Dubois, Damien Ernst:
Computing Necessary Conditions for Near-Optimality in Capacity Expansion Planning Problems. CoRR abs/2109.14272 (2021) - 2020
- [c52]Vincent François-Lavet, Guillaume Rabusseau, Joelle Pineau, Damien Ernst, Raphael Fonteneau:
On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability (Extended Abstract). IJCAI 2020: 5055-5059 - [i30]Ioannis Boukas, Damien Ernst, Thibaut Théate, Adrien Bolland, Alexandre Huynen, Martin Buchwald, Christelle Wynants, Bertrand Cornélusse:
A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding. CoRR abs/2004.05940 (2020) - [i29]Thibaut Théate
, Damien Ernst:
An Application of Deep Reinforcement Learning to Algorithmic Trading. CoRR abs/2004.06627 (2020) - [i28]Adrien Bolland, Ioannis Boukas, François Cornet, Mathias Berger, Damien Ernst:
Learning optimal environments using projected stochastic gradient ascent. CoRR abs/2006.01738 (2020) - [i27]Nicolas Vecoven, Damien Ernst, Guillaume Drion:
A bio-inspired bistable recurrent cell allows for long-lasting memory. CoRR abs/2006.05252 (2020) - [i26]Thibaut Théate
, Sébastien Mathieu, Damien Ernst:
An Artificial Intelligence Solution for Electricity Procurement in Forward Markets. CoRR abs/2006.05784 (2020) - [i25]Miguel Manuel de Villena, Sébastien Mathieu, Eric Vermeulen, Damien Ernst:
Allocation of locally generated electricity in renewable energy communities. CoRR abs/2009.05411 (2020) - [i24]David Radu, Mathias Berger, Antoine Dubois, Raphael Fonteneau, Hrvoje Pandzic, Yury Dvorkin, Quentin Louveaux, Damien Ernst:
Assessing the Economic Value of Renewable Resource Complementarity for Power Systems: an ENTSO-E Study. CoRR abs/2011.07514 (2020) - [i23]Pascal Leroy, Damien Ernst, Pierre Geurts, Gilles Louppe
, Jonathan Pisane, Matthia Sabatelli:
QVMix and QVMix-Max: Extending the Deep Quality-Value Family of Algorithms to Cooperative Multi-Agent Reinforcement Learning. CoRR abs/2012.12062 (2020)
2010 – 2019
- 2019
- [j24]Vincent François-Lavet, Guillaume Rabusseau, Joelle Pineau, Damien Ernst, Raphael Fonteneau:
On Overfitting and Asymptotic Bias in Batch Reinforcement Learning with Partial Observability. J. Artif. Intell. Res. 65: 1-30 (2019) - [c51]David Vangulick, Bertrand Cornélusse, Damien Ernst:
Blockchain: A Novel Approach for the Consensus Algorithm Using Condorcet Voting Procedure. DAPPCON 2019: 1-10 - 2018
- [j23]Aivar Sootla, Alexandre Mauroy, Damien Ernst:
Optimal control formulation of pulse-based control using Koopman operator. Autom. 91: 217-224 (2018) - [j22]Aivar Sootla
, Damien Ernst:
Pulse-Based Control Using Koopman Operator Under Parametric Uncertainty. IEEE Trans. Autom. Control. 63(3): 791-796 (2018) - [c50]Sebastien Mathieu, Frédéric Olivier, Damien Ernst, Bertrand Cornélusse:
Effect of voltage constraints on the exchange of flexibility services in distribution networks. ISGT 2018: 1-5 - [i22]Mathias Berger, Radu David, Raphael Fonteneau, Robin Henry, Mevludin Glavic, Xavier Fettweis, Marc Le Du, Patrick Panciatici, Lucian Balea, Damien Ernst:
Critical Time Windows for Renewable Resource Complementarity Assessment. CoRR abs/1812.02809 (2018) - [i21]David Radu, Mathias Berger, Raphaël Fonteneau, Simon Hardy, Xavier Fettweis, Marc Le Du, Patrick Panciatici, Lucian Balea, Damien Ernst:
Complementarity Assessment of South Greenland Katabatic Flows and West Europe Wind Regimes. CoRR abs/1812.02827 (2018) - [i20]Nicolas Vecoven, Damien Ernst, Guillaume Drion:
Introducing Neuromodulation in Deep Neural Networks to Learn Adaptive Behaviours. CoRR abs/1812.09113 (2018) - 2017
- [j21]Haroldo de Faria Jr.
, Mauricio G. C. Resende, Damien Ernst:
A biased random key genetic algorithm applied to the electric distribution network reconfiguration problem. J. Heuristics 23(6): 533-550 (2017) - [c49]Michael Castronovo, Vincent François-Lavet, Raphaël Fonteneau, Damien Ernst, Adrien Couëtoux:
Approximate Bayes Optimal Policy Search using Neural Networks. ICAART (2) 2017: 142-153 - [c48]Antoine Dubois
, Antoine Wehenkel, Raphael Fonteneau, Frédéric Olivier, Damien Ernst:
An App-based Algorithmic Approach for Harvesting Local and Renewable Energy using Electric Vehicles. ICAART (1) 2017: 322-327 - [i19]Aivar Sootla, Alexandre Mauroy, Damien Ernst:
An Optimal Control Formulation of Pulse-Based Control Using Koopman Operator. CoRR abs/1707.08462 (2017) - [i18]Aivar Sootla, Damien Ernst:
Pulse-Based Control Using Koopman Operator Under Parametric Uncertainty. CoRR abs/1708.00232 (2017) - [i17]Vincent François-Lavet, Damien Ernst, Raphael Fonteneau:
On overfitting and asymptotic bias in batch reinforcement learning with partial observability. CoRR abs/1709.07796 (2017) - 2016
- [j20]Frédéric Olivier, Petros Aristidou
, Damien Ernst, Thierry Van Cutsem:
Active Management of Low-Voltage Networks for Mitigating Overvoltages Due to Photovoltaic Units. IEEE Trans. Smart Grid 7(2): 926-936 (2016) - [c47]D. Taralla, Z. Qiu, Antonio Sutera, Raphaël Fonteneau, Damien Ernst:
Decision Making from Confidence Measurement on the Reward Growth using Supervised Learning - A Study Intended for Large-scale Video Games. ICAART (2) 2016: 264-271 - [c46]Sebastien Mathieu
, Damien Ernst, Bertrand Cornélusse:
Agent-based analysis of dynamic access ranges to the distribution network. ISGT Europe 2016: 1-6 - [c45]Quentin Gemine, Bertrand Cornélusse, Mevludin Glavic
, Raphaël Fonteneau, Damien Ernst:
A Gaussian mixture approach to model stochastic processes in power systems. PSCC 2016: 1-7 - [c44]E. Georges, Vincent Lemort
, Bertrand Cornélusse, Damien Ernst, Quentin Louveaux, Sebastien Mathieu
:
Direct control service from residential heat pump aggregation with specified payback. PSCC 2016: 1-7 - 2015
- [j19]Amaury Johnen, Damien Ernst, Christophe Geuzaine:
Sequential decision-making approach for quadrangular mesh generation. Eng. Comput. 31(4): 729-735 (2015) - [j18]Firas Safadi
, Raphaël Fonteneau
, Damien Ernst
:
Artificial Intelligence in Video Games: Towards a Unified Framework. Int. J. Comput. Games Technol. 2015: 271296:1-271296:30 (2015) - [j17]Stijn Vandael, Bert Claessens, Damien Ernst, Tom Holvoet
, Geert Deconinck
:
Reinforcement Learning of Heuristic EV Fleet Charging in a Day-Ahead Electricity Market. IEEE Trans. Smart Grid 6(4): 1795-1805 (2015) - [c43]Samy Aittahar, Vincent François-Lavet, Stefan Lodeweyckx, Damien Ernst, Raphaël Fonteneau:
Imitative Learning for Online Planning in Microgrids. DARE 2015: 1-15 - [i16]Michael Castronovo, Damien Ernst, Adrien Couëtoux, Raphaël Fonteneau:
Benchmarking for Bayesian Reinforcement Learning. CoRR abs/1509.04064 (2015) - [i15]Vincent François-Lavet, Raphaël Fonteneau, Damien Ernst:
How to Discount Deep Reinforcement Learning: Towards New Dynamic Strategies. CoRR abs/1512.02011 (2015) - 2014
- [c42]Vincent François-Lavet, Raphaël Fonteneau, Damien Ernst:
Using approximate dynamic programming for estimating the revenues of a hydrogen-based high-capacity storage device. ADPRL 2014: 1-8 - [c41]Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux:
Lipschitz robust control from off-policy trajectories. CDC 2014: 4924-4931 - [c40]Antonio Sutera, Arnaud Joly, Vincent François-Lavet, Zixiao Aaron Qiu, Gilles Louppe, Damien Ernst, Pierre Geurts:
Simple Connectome Inference from Partial Correlation Statistics in Calcium Imaging. Neural Connectomics 2014: 23-34 - [c39]Quentin Gemine, Damien Ernst, Quentin Louveaux, Bertrand Cornélusse:
Relaxations for multi-period optimal power flow problems with discrete decision variables. PSCC 2014: 1-7 - [c38]Sebastien Mathieu
, Quentin Louveaux, Damien Ernst, Bertrand Cornélusse:
A quantitative analysis of the effect of flexible loads on reserve markets. PSCC 2014: 1-7 - [i14]Sebastien Mathieu, Quentin Louveaux, Damien Ernst, Bertrand Cornélusse:
A quantitative analysis of the effect of flexible loads on reserve markets. CoRR abs/1402.0362 (2014) - [i13]Quentin Gemine, Damien Ernst, Bertrand Cornélusse:
Active network management for electrical distribution systems: problem formulation and benchmark. CoRR abs/1405.2806 (2014) - [i12]Antonio Sutera, Arnaud Joly, Vincent François-Lavet, Zixiao Aaron Qiu, Gilles Louppe, Damien Ernst, Pierre Geurts:
Simple connectome inference from partial correlation statistics in calcium imaging. CoRR abs/1406.7865 (2014) - 2013
- [j16]Raphael Fonteneau, Susan A. Murphy
, Louis Wehenkel
, Damien Ernst:
Batch mode reinforcement learning based on the synthesis of artificial trajectories. Ann. Oper. Res. 208(1): 383-416 (2013) - [j15]Tobias Jung, Sylvain Martin, Mohamed Nassar
, Damien Ernst, Guy Leduc:
Outbound SPIT filter with optimal performance guarantees. Comput. Networks 57(7): 1630-1643 (2013) - [j14]Boris Defourny
, Damien Ernst, Louis Wehenkel
:
Scenario Trees and Policy Selection for Multistage Stochastic Programming Using Machine Learning. INFORMS J. Comput. 25(3): 488-501 (2013) - [j13]Sébastien Bubeck, Damien Ernst, Aurélien Garivier:
Optimal discovery with probabilistic expert advice: finite time analysis and macroscopic optimality. J. Mach. Learn. Res. 14(1): 601-623 (2013) - [j12]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel
, Damien Ernst:
Stratégies d'échantillonnage pour l'apprentissage par renforcement batch. Rev. d'Intelligence Artif. 27(2): 171-194 (2013) - [j11]Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux:
Min Max Generalization for Deterministic Batch Mode Reinforcement Learning: Relaxation Schemes. SIAM J. Control. Optim. 51(5): 3355-3385 (2013) - [j10]Francis Maes, David Lupien St-Pierre, Damien Ernst:
Monte Carlo Search Algorithm Discovery for Single-Player Games. IEEE Trans. Comput. Intell. AI Games 5(3): 201-213 (2013) - [c37]Tobias Jung, Damien Ernst, Francis Maes:
Optimized look-ahead trees: Extensions to large and continuous action spaces. ADPRL 2013: 85-92 - [c36]Aivar Sootla
, Natalja Strelkowa, Damien Ernst, Mauricio Barahona
, Guy-Bart Stan
:
On periodic reference tracking using batch-mode reinforcement learning with application to gene regulatory network control. CDC 2013: 4086-4091 - [c35]Sebastien Mathieu
, Damien Ernst, Quentin Louveaux:
An efficient algorithm for the provision of a day-ahead modulation service by a load aggregator. ISGT Europe 2013: 1-5 - [i11]Aivar Sootla, Natalja Strelkowa, Damien Ernst, Mauricio Barahona
, Guy-Bart Stan:
On Periodic Reference Tracking Using Batch-Mode Reinforcement Learning with Application to Gene Regulatory Network Control. CoRR abs/1303.2987 (2013) - [i10]Aivar Sootla, Natalja Strelkowa, Damien Ernst, Mauricio Barahona
, Guy-Bart Stan:
Toggling a Genetic Switch Using Reinforcement Learning. CoRR abs/1303.3183 (2013) - 2012
- [j9]Alain Sarlette, Jing Dai, Yannick Phulpin, Damien Ernst:
Cooperative frequency control with a multi-terminal high-voltage DC network. Autom. 48(12): 3128-3134 (2012) - [c34]Tobias Jung, Sylvain Martin, Damien Ernst, Guy Leduc:
SPRT for SPIT: Using the Sequential Probability Ratio Test for Spam in VoIP Prevention. AIMS 2012: 74-85 - [c33]Sébastien Bubeck, Damien Ernst, Aurélien Garivier:
Optimal discovery with probabilistic expert advice. CDC 2012: 6808-6812 - [c32]Pierre Perick, David Lupien St-Pierre, Francis Maes, Damien Ernst:
Comparison of different selection strategies in Monte-Carlo Tree Search for the game of Tron. CIG 2012: 242-249 - [c31]Quentin Gemine, Firas Safadi, Raphael Fonteneau, Damien Ernst:
Imitative learning for real-time strategy games. CIG 2012: 424-429 - [c30]Francis Maes, Raphael Fonteneau, Louis Wehenkel
, Damien Ernst:
Policy Search in a Space of Simple Closed-form Formulas: Towards Interpretability of Reinforcement Learning. Discovery Science 2012: 37-51 - [c29]Michael Castronovo, Francis Maes, Raphael Fonteneau, Damien Ernst:
Learning Exploration/Exploitation Strategies for Single Trajectory Reinforcement Learning. EWRL 2012: 1-10 - [c28]Francis Maes, Louis Wehenkel, Damien Ernst:
Learning to Play K-armed Bandit Problems. ICAART (1) 2012: 74-81 - [c27]Francis Maes, Louis Wehenkel
, Damien Ernst:
Meta-learning of Exploration/Exploitation Strategies: The Multi-armed Bandit Case. ICAART (Revised Selected Papers) 2012: 100-115 - [c26]Tobias Jung, Sylvain Martin, Damien Ernst, Guy Leduc:
Contextual multi-armed bandits for web server defense. IJCNN 2012: 1-8 - [i9]Tobias Jung, Sylvain Martin, Damien Ernst, Guy Leduc:
Contextual Multi-armed Bandits for the Prevention of Spam in VoIP Networks. CoRR abs/1201.6181 (2012) - [i8]Tobias Jung, Sylvain Martin, Mohamed Nassar, Damien Ernst, Guy Leduc:
Outbound SPIT Filter with Optimal Performance Guarantees. CoRR abs/1201.6190 (2012) - [i7]Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux:
Min Max Generalization for Deterministic Batch Mode Reinforcement Learning: Relaxation Schemes. CoRR abs/1202.5298 (2012) - [i6]Spyros Chatzivasileiadis, Damien Ernst, Göran Andersson:
The Global Grid. CoRR abs/1207.4096 (2012) - [i5]Francis Maes, Damien Ernst, Louis Wehenkel:
Meta-Learning of Exploration/Exploitation Strategies: The Multi-Armed Bandit Case. CoRR abs/1207.5208 (2012) - [i4]Sébastien Bubeck, Damien Ernst, Aurélien Garivier:
Optimal discovery with probabilistic expert advice: finite time analysis and macroscopic optimality. CoRR abs/1207.5259 (2012) - [i3]Francis Maes, David Lupien St-Pierre, Damien Ernst:
Monte Carlo Search Algorithm Discovery for One Player Games. CoRR abs/1208.4692 (2012) - [i2]Tobias Jung, Louis Wehenkel, Damien Ernst, Francis Maes:
Optimized Look-Ahead Tree Policies: A Bridge Between Look-Ahead Tree Policies and Direct Policy Search. CoRR abs/1208.4773 (2012) - 2011
- [j8]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel
, Damien Ernst:
Estimation Monte Carlo sans modèle de politiques de décision. Rev. d'Intelligence Artif. 25(3): 321-343 (2011) - [j7]Lucian Busoniu
, Damien Ernst, Bart De Schutter
, Robert Babuska
:
Cross-Entropy Optimization of Control Policies With Adaptive Basis Functions. IEEE Trans. Syst. Man Cybern. Part B 41(1): 196-209 (2011) - [c25]Lucian Busoniu
, Damien Ernst, Bart De Schutter
, Robert Babuska:
Approximate reinforcement learning: An overview. ADPRL 2011: 1-8 - [c24]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel
, Damien Ernst:
Active exploration by searching for experiments that falsify the computed control policy. ADPRL 2011: 40-47 - [c23]Francis Maes, Louis Wehenkel
, Damien Ernst:
Automatic Discovery of Ranking Formulas for Playing with Multi-armed Bandits. EWRL 2011: 5-17 - [c22]Francis Maes, Louis Wehenkel
, Damien Ernst:
Optimized Look-ahead Tree Search Policies. EWRL 2011: 189-200 - [c21]Emmanuel Rachelson, François Schnitzler, Louis Wehenkel, Damien Ernst:
Optimal Sample Selection for Batch-mode Reinforcement Learning. ICAART (1) 2011: 41-50 - [c20]Yannick Phulpin, Jagabondhu Hazra, Damien Ernst:
Model predictive control of HVDC power flow to improve transient stability in power systems. SmartGridComm 2011: 593-598 - [i1]Sébastien Bubeck, Damien Ernst, Aurélien Garivier:
Optimal discovery with probabilistic expert advice. CoRR abs/1110.5447 (2011) - 2010
- [j6]Lucian Busoniu
, Damien Ernst, Bart De Schutter
, Robert Babuska
:
Approximate dynamic programming with a fuzzy parameterization. Autom. 46(5): 804-814 (2010) - [c19]Lucian Busoniu, Damien Ernst, Bart De Schutter, Robert Babuska:
Online least-squares policy iteration for reinforcement learning control. ACC 2010: 486-491 - [c18]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel
, Damien Ernst:
Towards Min Max Generalization in Reinforcement Learning. ICAART (Revised Selected Papers) 2010: 61-77 - [c17]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
A Cautious Approach to Generalization in Reinforcement Learning. ICAART (1) 2010: 64-73 - [c16]Wassim Jouini, Damien Ernst, Christophe Moy
, Jacques Palicot:
Upper Confidence Bound Based Decision Making Strategies and Dynamic Spectrum Access. ICC 2010: 1-5 - [c15]Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst:
Model-Free Monte Carlo-like Policy Evaluation. AISTATS 2010: 217-224
2000 – 2009
- 2009
- [j5]Damien Ernst, Mevludin Glavic
, Florin Capitanescu
, Louis Wehenkel
:
Reinforcement Learning Versus Model Predictive Control: A Comparison on a Power System Problem. IEEE Trans. Syst. Man Cybern. Part B 39(2): 517-529 (2009) - [c14]Raphaël Fonteneau, Susan A. Murphy
, Louis Wehenkel
, Damien Ernst:
Inferring bounds on the performance of a control policy from a sample of trajectories. ADPRL 2009: 117-123 - [c13]Boris Defourny
, Damien Ernst, Louis Wehenkel
:
Planning under uncertainty, ensembles of disturbance trees and kernelized discrete action spaces. ADPRL 2009: 145-152 - [c12]Lucian Busoniu
, Damien Ernst, Bart De Schutter
, Robert Babuska:
Policy search with cross-entropy optimization of basis functions. ADPRL 2009: 153-160 - [c11]Yannick Phulpin, Miroslav Begovic, Marc Petit, Damien Ernst:
Decentralized Reactive Power Dispatch for a Time-Varying Multi-TSO System. HICSS 2009: 1-8 - [c10]Boris Defourny
, Damien Ernst, Louis Wehenkel
:
Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies. SAGA 2009: 61-73 - 2008
- [c9]Boris Defourny
, Damien Ernst, Louis Wehenkel
:
Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees. EWRL 2008: 1-14 - [c8]Lucian Busoniu
, Damien Ernst, Bart De Schutter
, Robert Babuska
:
Consistency of fuzzy model-based reinforcement learning. FUZZ-IEEE 2008: 518-524 - 2007
- [j4]Alberto Del Angel, Pierre Geurts, Damien Ernst, Mevludin Glavic
, Louis Wehenkel
:
Estimation of rotor angles of synchronous machines using artificial neural networks and local PMU-based quantities. Neurocomputing 70(16-18): 2668-2678 (2007) - [c7]Lucian Busoniu
, Damien Ernst, Bart De Schutter
, Robert Babuska:
Continuous-State Reinforcement Learning with Fuzzy Approximation. Adaptive Agents and Multi-Agents Systems 2007: 27-43 - [c6]Lucian Busoniu
, Damien Ernst, Bart De Schutter
, Robert Babuska:
Fuzzy Approximation for Convergent Model-Based Reinforcement Learning. FUZZ-IEEE 2007: 1-6 - 2006
- [j3]Pierre Geurts, Damien Ernst, Louis Wehenkel
:
Extremely randomized trees. Mach. Learn. 63(1): 3-42 (2006) - [c5]Damien Ernst, Guy-Bart Stan, Jorge M. Gonçalves
, Louis Wehenkel
:
Clinical data based optimal STI strategies for HIV: a reinforcement learning approach. CDC 2006: 667-672 - [c4]Damien Ernst, Raphaël Marée, Louis Wehenkel
:
Reinforcement Learning with Raw Image Pixels as Input State. IWICPAS 2006: 446-454 - 2005
- [j2]Damien Ernst, Pierre Geurts, Louis Wehenkel:
Tree-Based Batch Mode Reinforcement Learning. J. Mach. Learn. Res. 6: 503-556 (2005) - 2003
- [b1]Damien Ernst:
Near Optimal Closed-Loop Control. Application to Electric Power Systems. University of Liège, Belgium, 2003 - [c3]Damien Ernst, Pierre Geurts, Louis Wehenkel
:
Iteratively Extending Time Horizon Reinforcement Learning. ECML 2003: 96-107 - 2001
- [j1]M. Ghandhari, Göran Andersson, M. Pavella, Damien Ernst:
A control strategy for controllable series capacitor in electric power systems. Autom. 37(10): 1575-1583 (2001) - [c2]Damien Ernst:
Reinforcement learning applied to power system oscillations damping. CDC 2001: 3043-3044 - 2000
- [c1]Christophe Druet, Damien Ernst, Louis Wehenkel
:
Application of Reinforcement Learning to Electrical Power System Closed-Loop Emergency Control. PKDD 2000: 86-95
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
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.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-18 00:30 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint