Search results for "Damien Ernst"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Raphael Fonteneau, Damien Ernst, Bernard Boigelot, Quentin Louveaux	Min Max Generalization for Deterministic Batch Mode Reinforcement Learning: Relaxation Schemes	CoRR	2012	DBLP BibTeX RDF
1	Tobias Jung, Sylvain Martin, Damien Ernst, Guy Leduc	Contextual Multi-armed Bandits for the Prevention of Spam in VoIP Networks	CoRR	2012	DBLP BibTeX RDF
1	Tobias Jung, Sylvain Martin, Mohamed Nassar, Damien Ernst, Guy Leduc	Outbound SPIT Filter with Optimal Performance Guarantees	CoRR	2012	DBLP BibTeX RDF
1	Francis Maes, Louis Wehenkel, Damien Ernst	Learning to Play K-armed Bandit Problems.	ICAART	2012	DBLP BibTeX RDF
1	Sébastien Bubeck, Damien Ernst, Aurélien Garivier	Optimal discovery with probabilistic expert advice	CoRR	2011	DBLP BibTeX RDF
1	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	2011	DBLP DOI BibTeX RDF
1	Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst	Estimation Monte Carlo sans modèle de politiques de décision.	Revue d'Intelligence Artificielle	2011	DBLP BibTeX RDF
1	Emmanuel Rachelson, François Schnitzler, Louis Wehenkel, Damien Ernst	Optimal Sample Selection for Batch-mode Reinforcement Learning.	ICAART	2011	DBLP BibTeX RDF
1	Lucian Busoniu, Damien Ernst, Bart De Schutter, Robert Babuska	Approximate dynamic programming with a fuzzy parameterization.	Automatica	2010	DBLP DOI BibTeX RDF
1	Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst	Model-Free Monte Carlo-like Policy Evaluation.	Journal of Machine Learning Research - Proceedings Track	2010	DBLP BibTeX RDF
1	Raphael Fonteneau, Susan A. Murphy, Louis Wehenkel, Damien Ernst	A Cautious Approach to Generalization in Reinforcement Learning.	ICAART	2010	DBLP BibTeX RDF
1	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	2009	DBLP DOI BibTeX RDF
1	Yannick Phulpin, Miroslav Begovic, Marc Petit, Damien Ernst	Decentralized Reactive Power Dispatch for a Time-Varying Multi-TSO System.	HICSS	2009	DBLP DOI BibTeX RDF
1	Boris Defourny, Damien Ernst, Louis Wehenkel	Bounds for Multistage Stochastic Programs Using Supervised Learning Strategies.	SAGA	2009	DBLP DOI BibTeX RDF
1	Boris Defourny, Damien Ernst, Louis Wehenkel	Lazy Planning under Uncertainty by Optimizing Decisions on an Ensemble of Incomplete Disturbance Trees.	EWRL	2008	DBLP DOI BibTeX RDF	Stochastic dynamic programming, Ensemble methods
1	Lucian Busoniu, Damien Ernst, Bart De Schutter, Robert Babuska	Consistency of fuzzy model-based reinforcement learning.	FUZZ-IEEE	2008	DBLP DOI BibTeX RDF
1	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	2007	DBLP DOI BibTeX RDF
1	Lucian Busoniu, Damien Ernst, Bart De Schutter, Robert Babuska	Fuzzy Approximation for Convergent Model-Based Reinforcement Learning.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
1	Lucian Busoniu, Damien Ernst, Bart De Schutter, Robert Babuska	Continuous-State Reinforcement Learning with Fuzzy Approximation.	Adaptive Agents and Multi-Agents Systems	2007	DBLP DOI BibTeX RDF
1	Pierre Geurts, Damien Ernst, Louis Wehenkel	Extremely randomized trees.	Machine Learning	2006	DBLP DOI BibTeX RDF	Decision and regression trees, Cut-point randomization, Bias/variance tradeoff, Kernel-based models, Supervised learning, Ensemble methods
1	Damien Ernst, Raphaël Marée, Louis Wehenkel	Reinforcement Learning with Raw Image Pixels as Input State.	IWICPAS	2006	DBLP DOI BibTeX RDF
1	Damien Ernst, Pierre Geurts, Louis Wehenkel	Tree-Based Batch Mode Reinforcement Learning.	Journal of Machine Learning Research	2005	DBLP BibTeX RDF
1	Damien Ernst, Pierre Geurts, Louis Wehenkel	Iteratively Extending Time Horizon Reinforcement Learning.	ECML	2003	DBLP DOI BibTeX RDF
1	Christophe Druet, Damien Ernst, Louis Wehenkel	Application of Reinforcement Learning to Electrical Power System Closed-Loop Emergency Control.	PKDD	2000	DBLP DOI BibTeX RDF

Publications of "Damien Ernst" ( http://dblp.L3S.de/Authors/Damien_Ernst )