Damien Ernst

	2012
26		Francis Maes, Louis Wehenkel, Damien Ernst: Learning to Play K-armed Bandit Problems. ICAART (1) 2012: 74-81
25		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)
24		Tobias Jung, Sylvain Martin, Mohamed Nassar, Damien Ernst, Guy Leduc: Outbound SPIT Filter with Optimal Performance Guarantees CoRR abs/1201.6190: (2012)
23		Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux: Min Max Generalization for Deterministic Batch Mode Reinforcement Learning: Relaxation Schemes CoRR abs/1202.5298: (2012)
	2011
22		Francis Maes, Louis Wehenkel, Damien Ernst: Optimized Look-ahead Tree Search Policies. EWRL 2011: 189-200
21		Francis Maes, Louis Wehenkel, Damien Ernst: Automatic Discovery of Ranking Formulas for Playing with Multi-armed Bandits. EWRL 2011: 5-17
20		Emmanuel Rachelson, François Schnitzler, Louis Wehenkel, Damien Ernst: Optimal Sample Selection for Batch-mode Reinforcement Learning. ICAART (1) 2011: 41-50
19		Sébastien Bubeck, Damien Ernst, Aurélien Garivier: Optimal discovery with probabilistic expert advice CoRR abs/1110.5447: (2011)
18		Lucian Busoniu, Damien Ernst, Bart De Schutter, Robert Babuska: Cross-Entropy Optimization of Control Policies With Adaptive Basis Functions. IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(1): 196-209 (2011)
17		Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst: Estimation Monte Carlo sans modèle de politiques de décision. Revue d'Intelligence Artificielle 25(3): 321-343 (2011)
	2010
16		Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst: A Cautious Approach to Generalization in Reinforcement Learning. ICAART (1) 2010: 64-73
15		Lucian Busoniu, Damien Ernst, Bart De Schutter, Robert Babuska: Approximate dynamic programming with a fuzzy parameterization. Automatica 46(5): 804-814 (2010)
14		Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst: Model-Free Monte Carlo-like Policy Evaluation. Journal of Machine Learning Research - Proceedings Track 9: 217-224 (2010)
	2009
13		Yannick Phulpin, Miroslav Begovic, Marc Petit, Damien Ernst: Decentralized Reactive Power Dispatch for a Time-Varying Multi-TSO System. HICSS 2009: 1-8
12		Boris Defourny, Damien Ernst, Louis Wehenkel: Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies. SAGA 2009: 61-73
11		Damien Ernst, Mevludin Glavic, Florin Capitanescu, Louis Wehenkel: Reinforcement Learning Versus Model Predictive Control: A Comparison on a Power System Problem. IEEE Transactions on Systems, Man, and Cybernetics, Part B 39(2): 517-529 (2009)
	2008
10		Boris Defourny, Damien Ernst, Louis Wehenkel: Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees. EWRL 2008: 1-14
9		Lucian Busoniu, Damien Ernst, Bart De Schutter, Robert Babuska: Consistency of fuzzy model-based reinforcement learning. FUZZ-IEEE 2008: 518-524
	2007
8		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
7		Lucian Busoniu, Damien Ernst, Bart De Schutter, Robert Babuska: Fuzzy Approximation for Convergent Model-Based Reinforcement Learning. FUZZ-IEEE 2007: 1-6
6		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)
	2006
5		Damien Ernst, Raphaël Marée, Louis Wehenkel: Reinforcement Learning with Raw Image Pixels as Input State. IWICPAS 2006: 446-454
4		Pierre Geurts, Damien Ernst, Louis Wehenkel: Extremely randomized trees. Machine Learning 63(1): 3-42 (2006)
	2005
3		Damien Ernst, Pierre Geurts, Louis Wehenkel: Tree-Based Batch Mode Reinforcement Learning. Journal of Machine Learning Research 6: 503-556 (2005)
	2003
2		Damien Ernst, Pierre Geurts, Louis Wehenkel: Iteratively Extending Time Horizon Reinforcement Learning. ECML 2003: 96-107
	2000
1		Christophe Druet, Damien Ernst, Louis Wehenkel: Application of Reinforcement Learning to Electrical Power System Closed-Loop Emergency Control. PKDD 2000: 86-95

Coauthor Index

1	Alberto Del Angel	[6]
2	Robert Babuska	[7] [8] [9] [15] [18]
3	Miroslav Begovic	[13]
4	Bernard Boigelot	[23]
5	Sébastien Bubeck	[19]
6	Lucian Busoniu	[7] [8] [9] [15] [18]
7	Florin Capitanescu	[11]
8	Boris Defourny	[10] [12]
9	Christophe Druet	[1]
10	Raphael Fonteneau	[14] [16] [17] [23]
11	Aurélien Garivier	[19]
12	Pierre Geurts	[2] [3] [4] [6]
13	Mevludin Glavic	[6] [11]
14	Tobias Jung	[24] [25]
15	Guy Leduc	[24] [25]
16	Quentin Louveaux	[23]
17	Francis Maes	[21] [22] [26]
18	Raphaël Marée	[5]
19	Sylvain Martin	[24] [25]
20	Susan A. Murphy	[14] [16] [17]
21	Mohamed Nassar	[24]
22	Marc Petit	[13]
23	Yannick Phulpin	[13]
24	Emmanuel Rachelson	[20]
25	François Schnitzler	[20]
26	Bart De Schutter	[7] [8] [9] [15] [18]
27	Louis Wehenkel	[1] [2] [3] [4] [5] [6] [10] [11] [12] [14] [16] [17] [20] [21] [22] [26]

Colors in the list of coauthors

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