Ernst's publications with Systems and Modeling

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2008
Analyzing transient instability phenomena beyond the classical stability boundary  
Mahmoud Ali, Mevludin Glavic, Jean Buisson, Louis Wehenkel, Damien Ernst
Proc. of North American Power Symposium - 2008
Consistency of fuzzy model-based reinforcement learning  
L. Busoniu, Damien Ernst, R. Babuska, B. De Schutter
IEEE International Conference on Fuzzy Systems (FUZZ-IEEEE-08) - 2008
Continuous-state reinforcement learning with fuzzy approximation  
L. Busoniu, Damien Ernst, B. De Schutter, R. Babuska
Adaptive Agents and Multi-Agent Systems III, Volume 4865, page 27-43 - 2008
Cross-entropy based rare-event simulation for the identification of dangerous events in power systems  
Florence Belmudes, Damien Ernst, Louis Wehenkel
Probabilistic Methods in Power Systems (PMAPS08) - 2008
Fuzzy partition optimisation for approximate fuzzy Q-iteration  
L. Busoniu, Damien Ernst, R. Babuska, B. De Schutter
IFAC World Congress (IFAC-08) - 2008
How compatible is perfect competition with transmission loss allocation methods  
Jin Dai, Yannick Phulpin, V. Rious, Damien Ernst
International Conference on the European Electricity Market (EEM 2008) - 2008
Lazy planning under uncertainties by optimizing decisions on an ensemble of incomplete disturbance trees   DEW08.pdf
Boris Defourny, Damien Ernst, Louis Wehenkel
Recent Advances in Reinforcement Learning, Volume 5323, page 1-14 - nov 2008
Modelling the influence of activation-induced apoptosis of CD4+ and CD8+ T-cells on the immune system response of a HIV infected patient  
Guy-Bart Stan, Florence Belmudes, Raphaël Fonteneau, F. Zeggwagh, M.-A. Lefebvre, C. Michelet, Damien Ernst
IET Systems Biology - 2008
On the fairness of centralized decision-making strategies in multi-area power systems  
Yannick Phulpin, Miroslav Begovic, M. Petit, J.-B. Heyberger, Damien Ernst
Power Systems Computation Conference (PSCC 2008) - 2008
Reinforcement Learning versus Model Predictive Control: a Comparison on a Power System Problem  
Damien Ernst, Mevludin Glavic, Florin Capitanescu, Louis Wehenkel
IEEE Transactions on Systems, Man and Cybernetics - Part B - 2008
Risk-aware decision making and dynamic programming   DEW08a.pdf
Boris Defourny, Damien Ernst, Louis Wehenkel
NIPS 2008 Workshop on Model Uncertainty and Risk in RL - 2008
 
2007
A collaborative framework for multi-area dynamic security assessment of large scale systems   WGE07a.pdf
Louis Wehenkel, Mevludin Glavic, Damien Ernst
Proc. IEEE Power Tech Conference, Lausanne, July 2007 - 2007
Contingency filtering techniques for preventive security-constrained optimal power flow   CGEW07a.pdf
Florin Capitanescu, Mevludin Glavic, Damien Ernst, Louis Wehenkel
IEEE Trans. on Power Systems, Volume 22, Number 4, page 1690-1697 - November 2007
Continuous-State Reinforcement Learning with Fuzzy Approximation  
L. Busoniu, Damien Ernst, R. Babuska, B. De Schutter
Adaptive Learning Agents and Multi-Agent Systems (ALAMAS-07), page 21--35 - apr 2007
E-SIME- A method for transient stability closed-loop emergency control: achievements and prospects   E-SIME-IREP07-Final.pdf
Mevludin Glavic, Damien Ernst, Daniel Ruiz-Vega, Louis Wehenkel, Mania Pavella
Bulk Power Systems Dynamics and Control VII - aug 2007
Estimation of rotor angles of synchronous machines using artificial neural networks and local PMU-based quantities   AGEGW07.pdf
Alberto Del Angel, Pierre Geurts, Damien Ernst, Mevludin Glavic, Louis Wehenkel
Neurocomputing, Volume 70, Number 16-18, page 2668-2678 - October 2007
Fuzzy Approximation for Convergent Model-Based Reinforcement Learning  
L. Busoniu, Damien Ernst, R. Babuska, B. De Schutter
IEEE International Conference on Fuzzy Systems (FUZZ-IEEE-07) - jul 2007
Interior-point based algorithms for the solution of optimal power flow problems  
Florin Capitanescu, Mevludin Glavic, Damien Ernst, Louis Wehenkel
Electric power systems research, Volume 77, page 508--517 - 2007
Model predictive control and reinforcement learning as two complementary frameworks  
Damien Ernst, Mevludin Glavic, Florin Capitanescu, Louis Wehenkel
International Journal of Tomography and Statistics, Volume 6, page 122--128 - 2007
Nash equilibrium as the minimum of a function. Application to electricity markets with large number of actors  
Elena Vdovina Beck, Rachid Cherkaoui, Anna Minoia, Damien Ernst
7th IEEE Power Engineering Society (PowerTech 2007), page 1--5 - jul 2007

Display the complete list (72 publications)
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