Shie Mannor
Shie Mannor
Professor of Electrical Engineering @ Technion & Researcher @ Nvidia Research
Verified email at technion.ac.il - Homepage
Title
Cited by
Cited by
Year
A Tutorial on the Cross-Entropy Method
B DE, P KROESE, S MANNOR
Annals of Operations Research 134 (1), 19-67, 2005
1966*2005
The kernel recursive least-squares algorithm
Y Engel, S Mannor, R Meir
IEEE Transactions on signal processing 52 (8), 2275-2285, 2004
10012004
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
4832006
Reinforcement learning with Gaussian processes
Y Engel, S Mannor, R Meir
ICML, 201-208, 2005
4332005
Robustness and Regularization of Support Vector Machines.
H Xu, C Caramanis, S Mannor
Journal of machine learning research 10 (7), 2009
4222009
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
3862002
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
3682004
Q-cut—dynamic discovery of sub-goals in reinforcement learning
I Menache, S Mannor, N Shimkin
European Conference on Machine Learning, 295-306, 2002
2962002
Robustness and generalization
H Xu, S Mannor
Machine learning 86 (3), 391-423, 2012
2952012
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
2902017
Bayesian reinforcement learning: A survey
M Ghavamzadeh, S Mannor, J Pineau, A Tamar
arXiv preprint arXiv:1609.04436, 2016
2792016
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
2732004
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
2602003
Percentile optimization for Markov decision processes with parameter uncertainty
E Delage, S Mannor
Operations research 58 (1), 203-213, 2010
253*2010
Basis function adaptation in temporal difference reinforcement learning
I Menache, S Mannor, N Shimkin
Annals of Operations Research 134 (1), 215-238, 2005
2252005
Fully parallel stochastic LDPC decoders
SS Tehrani, S Mannor, WJ Gross
IEEE Transactions on Signal Processing 56 (11), 5692-5703, 2008
2192008
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
1962006
Sparse algorithms are not stable: A no-free-lunch theorem
H Xu, C Caramanis, S Mannor
IEEE transactions on pattern analysis and machine intelligence 34 (1), 187-193, 2011
1942011
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
1912003
Graying the black box: Understanding dqns
T Zahavy, N Ben-Zrihem, S Mannor
International Conference on Machine Learning, 1899-1908, 2016
1822016
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