Damien Ernst
Damien Ernst
Professor at the University of Liège and co-founder of Blacklight Analytics
Verified email at ulg.ac.be - Homepage
TitleCited byYear
Extremely randomized trees
P Geurts, D Ernst, L Wehenkel
Machine learning 63 (1), 3-42, 2006
24542006
Reinforcement learning and dynamic programming using function approximators
L Busoniu, R Babuska, B De Schutter, D Ernst
CRC press, 2017
8132017
Tree-Based Batch Mode Reinforcement Learning.
D Ernst, P Geurts, L Wehenkel
Journal of Machine Learning Research 6 (4), 2005
7792005
Transient stability of power systems: a unified approach to assessment and control
M Pavella, D Ernst, D Ruiz-Vega
Springer Science & Business Media, 2012
4752012
Interior-point based algorithms for the solution of optimal power flow problems
F Capitanescu, M Glavic, D Ernst, L Wehenkel
Electric Power systems research 77 (5-6), 508-517, 2007
1702007
Contingency filtering techniques for preventive security-constrained optimal power flow
F Capitanescu, M Glavic, D Ernst, L Wehenkel
IEEE Transactions on Power Systems 22 (4), 1690-1697, 2007
1592007
Power systems stability control: reinforcement learning framework
D Ernst, M Glavic, L Wehenkel
IEEE transactions on power systems 19 (1), 427-435, 2004
1572004
A unified approach to transient stability contingency filtering, ranking and assessment
D Ernst, D Ruiz-Vega, M Pavella, PM Hirsch, D Sobajic
IEEE Transactions on Power Systems 16 (3), 435-443, 2001
1452001
Active management of low-voltage networks for mitigating overvoltages due to photovoltaic units
F Olivier, P Aristidou, D Ernst, T Van Cutsem
IEEE Transactions on Smart Grid 7 (2), 926-936, 2015
1352015
Reinforcement learning versus model predictive control: a comparison on a power system problem
D Ernst, M Glavic, F Capitanescu, L Wehenkel
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 39 …, 2008
1252008
A comparison of Nash equilibria analysis and agent-based modelling for power markets
T Krause, EV Beck, R Cherkaoui, A Germond, G Andersson, D Ernst
International Journal of Electrical Power & Energy Systems 28 (9), 599-607, 2006
1082006
Clinical data based optimal STI strategies for HIV: a reinforcement learning approach
D Ernst, GB Stan, J Goncalves, L Wehenkel
Proceedings of the 45th IEEE Conference on Decision and Control, 667-672, 2006
1032006
The global grid
S Chatzivasileiadis, D Ernst, G Andersson
Renewable Energy 57, 372-383, 2013
972013
Coordinated primary frequency control among non-synchronous systems connected by a multi-terminal high-voltage direct current grid
J Dai, Y Phulpin, A Sarlette, D Ernst
IET generation, transmission & distribution 6 (2), 99-108, 2012
792012
Online least-squares policy iteration for reinforcement learning control
L Buşoniu, D Ernst, B De Schutter, R Babuška
Proceedings of the 2010 American Control Conference, 486-491, 2010
682010
Estimation of rotor angles of synchronous machines using artificial neural networks and local PMU-based quantities
A Del Angel, P Geurts, D Ernst, M Glavic, L Wehenkel
Neurocomputing 70 (16-18), 2668-2678, 2007
632007
Multistage stochastic programming: A scenario tree based approach to planning under uncertainty
B Defourny, D Ernst, L Wehenkel
Decision theory models for applications in artificial intelligence: concepts …, 2012
612012
Cross-entropy optimization of control policies with adaptive basis functions
L Busoniu, D Ernst, B De Schutter, R Babuska
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 41 …, 2010
602010
Multi-armed bandit based policies for cognitive radio's decision making issues
W Jouini, D Ernst, C Moy, J Palicot
2009 3rd International Conference on Signals, Circuits and Systems (SCS), 1-6, 2009
582009
A control strategy for controllable series capacitor in electric power systems
M Ghandhari, G Andersson, M Pavella, D Ernst
Automatica 37 (10), 1575-1583, 2001
562001
The system can't perform the operation now. Try again later.
Articles 1–20