Damien Ernst
Damien Ernst
Professor at the University of Liège and co-founder of Blacklight Analytics
Verified email at ulg.ac.be - Homepage
Cited by
Cited by
Extremely randomized trees
P Geurts, D Ernst, L Wehenkel
Machine learning 63 (1), 3-42, 2006
Tree-Based Batch Mode Reinforcement Learning.
D Ernst, P Geurts, L Wehenkel
Journal of Machine Learning Research 6 (4), 2005
Reinforcement learning and dynamic programming using function approximators
L Busoniu, R Babuska, B De Schutter, D Ernst
CRC press, 2010
Transient stability of power systems: a unified approach to assessment and control
M Pavella, D Ernst, D Ruiz-Vega
Springer Science & Business Media, 2012
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
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
Power systems stability control: reinforcement learning framework
D Ernst, M Glavic, L Wehenkel
IEEE transactions on power systems 19 (1), 427-435, 2004
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
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
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
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
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
The global grid
S Chatzivasileiadis, D Ernst, G Andersson
Renewable Energy 57, 372-383, 2013
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
Reinforcement learning of heuristic EV fleet charging in a day-ahead electricity market
S Vandael, B Claessens, D Ernst, T Holvoet, G Deconinck
IEEE Transactions on Smart Grid 6 (4), 1795-1805, 2015
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
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
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
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
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
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