Edit Profile Wehenkel, Louis A. Compute Distance To: Compute Author ID: wehenkel.louis-a Published as: Wehenkel, L.; Wehenkel, Louis; Wehenkel, Louis A. Documents Indexed: 13 Publications since 1998, including 1 Book all top 5 Co-Authors 1 single-authored 7 Ernst, Damien 4 Geurts, Pierre 2 Fonteneau, Raphael 2 Murphy, Susan A. 1 Alvarez, Alejandro Marcos 1 Capitanescu, Florin 1 Chertkov, Michael 1 Defourny, Boris 1 Harrison, Samuel 1 Huang, Jian 1 Jovanović, Mihailo R. 1 Jung, Tobias 1 Kelner, Vincent 1 Léonard, Olivier 1 Lesieutre, Bernard C. 1 Louveaux, Quentin 1 Low, S. C. 1 Maes, Francis 1 Valette-Stasica, Anna 1 Van Hentenryck, Pascal 1 Vanier, G. all top 5 Serials 1 Journal of Computational and Applied Mathematics 1 COMPEL 1 Annals of Operations Research 1 Machine Learning 1 International Journal of Adaptive Control and Signal Processing 1 Test 1 INFORMS Journal on Computing 1 Journal of Machine Learning Research (JMLR) 1 IEEE Transactions on Control of Network Systems all top 5 Fields 10 Computer science (68-XX) 6 Operations research, mathematical programming (90-XX) 4 Systems theory; control (93-XX) 3 Statistics (62-XX) 1 General and overarching topics; collections (00-XX) 1 Numerical analysis (65-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 8 Publications have been cited 75 times in 67 Documents Cited by ▼ Year ▼ Extremely randomized trees. Zbl 1110.68124Geurts, Pierre; Ernst, Damien; Wehenkel, Louis 37 2006 Tree-based batch mode reinforcement learning. Zbl 1222.68193Ernst, Damien; Geurts, Pierre; Wehenkel, Louis 23 2005 A machine learning-based approximation of strong branching. Zbl 1364.90224Alvarez, Alejandro Marcos; Louveaux, Quentin; Wehenkel, Louis 6 2017 A hybrid optimization technique coupling an evolutionary and a local search algorithm. Zbl 1138.65047Kelner, Vincent; Capitanescu, Florin; Léonard, Olivier; Wehenkel, Louis 3 2008 Towards min max generalization in reinforcement learning. Zbl 1213.68488Fonteneau, Raphael; Murphy, Susan A.; Wehenkel, Louis; Ernst, Damien 2 2011 Automatic learning techniques in power systems. Zbl 0891.68080Wehenkel, Louis A. 2 1998 Optimized look-ahead tree policies: a bridge between look-ahead tree policies and direct policy search. Zbl 1331.93226Jung, Tobias; Wehenkel, Louis; Ernst, Damien; Maes, Francis 1 2014 Iteratively extending time horizon reinforcement learning. Zbl 1257.68123Ernst, Damien; Geurts, Pierre; Wehenkel, Louis 1 2003 A machine learning-based approximation of strong branching. Zbl 1364.90224Alvarez, Alejandro Marcos; Louveaux, Quentin; Wehenkel, Louis 6 2017 Optimized look-ahead tree policies: a bridge between look-ahead tree policies and direct policy search. Zbl 1331.93226Jung, Tobias; Wehenkel, Louis; Ernst, Damien; Maes, Francis 1 2014 Towards min max generalization in reinforcement learning. Zbl 1213.68488Fonteneau, Raphael; Murphy, Susan A.; Wehenkel, Louis; Ernst, Damien 2 2011 A hybrid optimization technique coupling an evolutionary and a local search algorithm. Zbl 1138.65047Kelner, Vincent; Capitanescu, Florin; Léonard, Olivier; Wehenkel, Louis 3 2008 Extremely randomized trees. Zbl 1110.68124Geurts, Pierre; Ernst, Damien; Wehenkel, Louis 37 2006 Tree-based batch mode reinforcement learning. Zbl 1222.68193Ernst, Damien; Geurts, Pierre; Wehenkel, Louis 23 2005 Iteratively extending time horizon reinforcement learning. Zbl 1257.68123Ernst, Damien; Geurts, Pierre; Wehenkel, Louis 1 2003 Automatic learning techniques in power systems. Zbl 0891.68080Wehenkel, Louis A. 2 1998 all cited Publications top 5 cited Publications all top 5 Cited by 180 Authors 5 Ernst, Damien 5 Wehenkel, Louis A. 4 Kocev, Dragi 4 Scornet, Erwan 3 Džeroski, Sašo 3 Geurts, Pierre 2 Biau, Gérard 2 Fan, Juanjuan 2 Farid, Dewan Md 2 Fonteneau, Raphael 2 Hallett, Melodie J. 2 Ishwaran, Hemant 2 Levine, Richard A. 2 Murphy, Susan A. 2 Petković, Matej 2 Shatabda, Swakkhar 2 Sidorov, Denis Nikolaevich 2 Su, Xiaogang 2 Xu, Xin 2 Zhukov, Aleksei Vitalevich 1 Adilina, Sheikh 1 Ahmed, Sajid 1 Athey, Susan 1 Babuška, Robert 1 Bailey, James E. 1 Barrett, Samuel 1 Baydogan, Mustafa Gokce 1 Beaulac, Cédric 1 Benadè, Gerdus 1 Boyd, Stephen Poythress 1 Breskvar, Martin 1 Buşoniu, Lucian 1 Cafri, Guy 1 Calhoun, Peter 1 Cano, Andrés 1 Ceci, Michelangelo 1 Chakraborty, Bibhas 1 Chen, Xi 1 Chung, TaeChoong 1 Cobo, Luis C. 1 Corso, Leandro L. 1 Coussement, Kristof 1 Davis, Richard A. 1 De Bock, Koen W. 1 De Iuliis, Vittorio 1 De Schutter, Bart 1 Defourny, Boris 1 Dehzangi, Abdollah 1 Dey, Santanu S. 1 Di Girolamo, Giovanni Domenico 1 D’Innocenzo, Alessandro 1 Dong, Junyu 1 Efimov, D. N. 1 Eguchi, Shinto 1 Elkettani, Youssfi 1 Elkhechafi, Mariam 1 Farahmand, Amir-Massoud 1 Gaeta, Matteo 1 Gaïffas, Stéphane 1 Gascón, Alberto 1 Ghosh, Palash 1 Giannakopoulos, Theodoros 1 Gomes, Herbert Martins 1 Gupta, Varun 1 Hachimi, Hanaa 1 Halperin, Igor 1 Hernández, Belinda 1 Ho, Vinh Thanh 1 Hooker, John N. jun. 1 Hottung, André 1 Howard, George 1 Huang, Kaizhu 1 Huang, Zhenhua 1 Hutter, Marcus 1 Igel, Christian 1 Isbell, Charles Lee jun. 1 Jaeger, Byron C. 1 Jain, Achin 1 Jara-Moroni, Francisco 1 Keshavarz, Arezou 1 Kiran, Bangalore Ravi 1 Kogalur, Udaya B. 1 Kolar, Mladen 1 Komori, Osamu 1 Konidaris, George D. 1 Kosorok, Michael R. 1 Kraus, Sarit 1 Kruber, Markus 1 Kumar, G. Kishor 1 Kurbatsky, Victor Grigorevich 1 Lala, Timotei 1 Lanterman, Aaron D. 1 Le Thi, Hoai An 1 Leong, Tze Yun 1 Lewis, Frank Leroy 1 Li, Zhuoru 1 Lodi, Andrea 1 Loia, Vincenzo 1 Long, D. Leann 1 Long, Dustin M. ...and 80 more Authors all top 5 Cited in 39 Serials 11 Machine Learning 3 Artificial Intelligence 3 The Annals of Statistics 2 Biometrics 2 Information Sciences 2 Journal of Global Optimization 2 Computational Statistics 2 Test 2 Electronic Journal of Statistics 2 Algorithms 2 Statistics and Computing 2 Journal of Theoretical Biology 1 Automatica 1 Journal of Multivariate Analysis 1 Theoretical Computer Science 1 Computers & Operations Research 1 Neural Networks 1 Annals of Operations Research 1 International Journal of Adaptive Control and Signal Processing 1 Applied Mathematical Modelling 1 Automation and Remote Control 1 Computational Statistics and Data Analysis 1 Mathematical Programming. Series A. Series B 1 International Journal of Robust and Nonlinear Control 1 Top 1 Monte Carlo Methods and Applications 1 INFORMS Journal on Computing 1 Mathematical Problems in Engineering 1 Data Mining and Knowledge Discovery 1 Discrete Dynamics in Nature and Society 1 International Journal of Applied Mathematics and Computer Science 1 Quantitative Finance 1 Statistical Modelling 1 Entropy 1 Sādhanā 1 Statistical Analysis and Data Mining 1 Nonlinear Analysis. Hybrid Systems 1 The Annals of Applied Statistics 1 Vestnik Yuzhno-Ural’skogo Gosudarstvennogo Universiteta. Seriya Matematicheskoe Modelirovanie i Programmirovanie all top 5 Cited in 10 Fields 38 Computer science (68-XX) 23 Statistics (62-XX) 17 Operations research, mathematical programming (90-XX) 9 Systems theory; control (93-XX) 4 Information and communication theory, circuits (94-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Biology and other natural sciences (92-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Probability theory and stochastic processes (60-XX) 2 Numerical analysis (65-XX) Citations by Year