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Shie Mannor
Shie Mannor
Professor of Electrical Engineering @ Technion & Researcher @ Nvidia Research
Adresse e-mail validée de technion.ac.il - Page d'accueil
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A Tutorial on the Cross-Entropy Method
B DE, P KROESE, S MANNOR
Annals of Operations Research 134 (1), 19-67, 2005
2338*2005
The kernel recursive least-squares algorithm
Y Engel, S Mannor, R Meir
IEEE Transactions on signal processing 52 (8), 2275-2285, 2004
10632004
Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems.
E Even-Dar, S Mannor, Y Mansour, S Mahadevan
Journal of machine learning research 7 (6), 2006
5482006
Robustness and Regularization of Support Vector Machines.
H Xu, C Caramanis, S Mannor
Journal of machine learning research 10 (7), 2009
4792009
Reinforcement learning with Gaussian processes
Y Engel, S Mannor, R Meir
ICML, 201-208, 2005
4552005
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
4212002
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
3982004
Robustness and generalization
H Xu, S Mannor
Machine learning 86 (3), 391-423, 2012
3622012
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
3532015
A deep hierarchical approach to lifelong learning in minecraft
C Tessler, S Givony, T Zahavy, D Mankowitz, S Mannor
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
3332017
Q-cut—dynamic discovery of sub-goals in reinforcement learning
I Menache, S Mannor, N Shimkin
European conference on machine learning, 295-306, 2002
3182002
Robust regression and lasso
H Xu, C Caramanis, S Mannor
Advances in neural information processing systems 21, 2008
3082008
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
2872004
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
2782003
Percentile optimization for Markov decision processes with parameter uncertainty
E Delage, S Mannor
Operations research 58 (1), 203-213, 2010
263*2010
Reward constrained policy optimization
C Tessler, DJ Mankowitz, S Mannor
arXiv preprint arXiv:1805.11074, 2018
2372018
Basis function adaptation in temporal difference reinforcement learning
I Menache, S Mannor, N Shimkin
Annals of Operations Research 134 (1), 215-238, 2005
2352005
Fully parallel stochastic LDPC decoders
SS Tehrani, S Mannor, WJ Gross
IEEE Transactions on Signal Processing 56 (11), 5692-5703, 2008
2252008
Risk-sensitive and robust decision-making: a cvar optimization approach
Y Chow, A Tamar, S Mannor, M Pavone
Advances in neural information processing systems 28, 2015
2242015
Graying the black box: Understanding dqns
T Zahavy, N Ben-Zrihem, S Mannor
International conference on machine learning, 1899-1908, 2016
2182016
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