Shie Mannor
Shie Mannor
Professor of Electrical Engineering, Technion
Verified email at technion.ac.il - Homepage
TitleCited byYear
A Tutorial on the Cross-Entropy Method
B DE, P KROESE, S MANNOR
Annals of Operations Research 134 (1), 19-67, 2005
1318*2005
The kernel recursive least-squares algorithm
Y Engel, S Mannor, R Meir
IEEE Transactions on signal processing 52 (8), 2275-2285, 2004
8202004
Reinforcement learning with Gaussian processes
Y Engel, S Mannor, R Meir
ICML, 201-208, 2005
3692005
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
3152006
Robustness and regularization of support vector machines
H Xu, C Caramanis, S Mannor
Journal of Machine Learning Research 10 (Jul), 1485-1510, 2009
2952009
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
2782002
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
2642004
Q-cut—dynamic discovery of sub-goals in reinforcement learning
I Menache, S Mannor, N Shimkin
European Conference on Machine Learning, 295-306, 2002
2482002
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
2312003
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
2142004
Basis function adaptation in temporal difference reinforcement learning
I Menache, S Mannor, N Shimkin
Annals of Operations Research 134 (1), 215-238, 2005
2002005
Percentile optimization for Markov decision processes with parameter uncertainty
E Delage, S Mannor
Operations research 58 (1), 203-213, 2010
194*2010
Robust regression and lasso
H Xu, C Caramanis, S Mannor
Advances in Neural Information Processing Systems, 1801-1808, 2009
1932009
Fully parallel stochastic LDPC decoders
SS Tehrani, S Mannor, WJ Gross
IEEE Transactions on Signal Processing 56 (11), 5692-5703, 2008
1832008
Robustness and generalization
H Xu, S Mannor
Machine learning 86 (3), 391-423, 2012
1752012
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
1722006
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
1482003
Stochastic decoding of LDPC codes
SS Tehrani, WJ Gross, S Mannor
IEEE Communications Letters 10 (10), 716-718, 2006
1472006
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
1442017
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
1432015
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