Shie Mannor - Citazioni di Google Scholar

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Huan XuAlibaba IncEmail verificata su alibaba-inc.com
Warren GrossProfessor of Electrical and Computer Engineering, McGill UniversityEmail verificata su mcgill.ca
Constantine CaramanisProfessor of Electrical and Computer Engineering, UT AustinEmail verificata su utexas.edu
Nahum ShimkinProfessor of Electrical Engineering, TechnionEmail verificata su ee.technion.ac.il
Ron MeirProfessor of Electrical Engineeringe, TechnionEmail verificata su ee.technion.ac.il
John TsitsiklisProfessor of Electrical Engineering, MITEmail verificata su mit.edu
Aviv TamarTechnionEmail verificata su technion.ac.il
Tom ZahavyGoogle DeepMindEmail verificata su google.com
Yaakov EngelAppleEmail verificata su apple.com
Mohammad GhavamzadehFacebook AI Research (FAIR)Email verificata su inria.fr
Daniel J. MankowitzGoogle DeepmindEmail verificata su google.com
Saied HematiAssociate Professor, Electrical Engineering Department, Linköping UniversityEmail verificata su liu.se
Timothy A MannGoogle DeepMindEmail verificata su google.com
Doina PrecupDeepMind and McGill UniversityEmail verificata su cs.mcgill.ca
Yishay MansourTel Aviv UniversityEmail verificata su tau.ac.il
Ramesh JohariProfessor, Management Science and Engineering, Stanford UniversityEmail verificata su stanford.edu
Dotan Di CastroBosch Center for AI, Haifa, IsraelEmail verificata su bosch.com
Gal DalalPhD from TechnionEmail verificata su technion.ac.il
Amir-massoud FarahmandVector Institute, University of TorontoEmail verificata su vectorinstitute.ai
Eyal Even-DarEmail verificata su final.co.il

Shie Mannor

Professor of Electrical Engineering, Technion

Email verificata su technion.ac.il - Home page

Machine learning Reinforcement learning Learning Theory Markov Decision Processes


Titolo Ordina per citazioni Ordina per anno Ordina per titolo	Citata da Citata da	Anno
A Tutorial on the Cross-Entropy Method B DE, P KROESE, S MANNOR Annals of Operations Research 134 (1), 19-67, 2005	1420*	2005
The kernel recursive least-squares algorithm Y Engel, S Mannor, R Meir IEEE Transactions on signal processing 52 (8), 2275-2285, 2004	855	2004
Reinforcement learning with Gaussian processes Y Engel, S Mannor, R Meir ICML, 201-208, 2005	378	2005
Action elimination and stopping conditions for the multi-armed bandit and reinforcement learning problems E Even-Dar, S Mannor, Y Mansour Journal of machine learning research 7 (Jun), 1079-1105, 2006	334	2006
Robustness and regularization of support vector machines H Xu, C Caramanis, S Mannor Journal of machine learning research 10 (Jul), 1485-1510, 2009	313	2009
PAC bounds for multi-armed bandit and Markov decision processes E Even-Dar, S Mannor, Y Mansour International Conference on Computational Learning Theory, 255-270, 2002	295	2002
The sample complexity of exploration in the multi-armed bandit problem S Mannor, JN Tsitsiklis Journal of Machine Learning Research 5 (Jun), 623-648, 2004	286	2004
Q-cut—dynamic discovery of sub-goals in reinforcement learning I Menache, S Mannor, N Shimkin European Conference on Machine Learning, 295-306, 2002	255	2002
Bayes meets Bellman: The Gaussian process approach to temporal difference learning Y Engel, S Mannor, R Meir Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003	233	2003
Dynamic abstraction in reinforcement learning via clustering S Mannor, I Menache, A Hoze, U Klein Proceedings of the twenty-first international conference on Machine learning, 71, 2004	222	2004
Percentile optimization for Markov decision processes with parameter uncertainty E Delage, S Mannor Operations research 58 (1), 203-213, 2010	204*	2010
Robust regression and lasso H Xu, C Caramanis, S Mannor Advances in Neural Information Processing Systems, 1801-1808, 2009	204	2009
Basis function adaptation in temporal difference reinforcement learning I Menache, S Mannor, N Shimkin Annals of Operations Research 134 (1), 215-238, 2005	200	2005
Robustness and generalization H Xu, S Mannor Machine learning 86 (3), 391-423, 2012	194	2012
Fully parallel stochastic LDPC decoders SS Tehrani, S Mannor, WJ Gross IEEE Transactions on Signal Processing 56 (11), 5692-5703, 2008	192	2008
Automatic basis function construction for approximate dynamic programming and reinforcement learning PW Keller, S Mannor, D Precup Proceedings of the 23rd international conference on Machine learning, 449-456, 2006	176	2006
Bayesian reinforcement learning: A survey M Ghavamzadeh, S Mannor, J Pineau, A Tamar Foundations and Trends® in Machine Learning 8 (5-6), 359-483, 2015	171	2015
A deep hierarchical approach to lifelong learning in minecraft C Tessler, S Givony, T Zahavy, DJ Mankowitz, S Mannor Thirty-First AAAI Conference on Artificial Intelligence, 2017	162	2017
Stochastic decoding of LDPC codes SS Tehrani, WJ Gross, S Mannor IEEE Communications Letters 10 (10), 716-718, 2006	153	2006
The cross entropy method for fast policy search S Mannor, RY Rubinstein, Y Gat Proceedings of the 20th International Conference on Machine Learning (ICML …, 2003	152	2003

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