Concepedia

Shie Mannor

SM

Statistics

Publications

229

Citations

17K

H-Index

60

Active since

2000

Affiliations

Technion – Israel Institute of Technology(Current)

McGill University

The University of Texas at Austin

Massachusetts Institute of Technology

National University of Singapore

Shie Mannor is an author at Technion – Israel Institute of Technology specializing in reinforcement learning, computer science, and machine learning.

Publications per year

2000–2024

229

Publications

229

A Tutorial on the Cross-Entropy Method

Pieter-Tjerk de Boer, Dirk P. Kroese, Shie Mannor et al. · Annals of Operations Research · 2005 · 3K citations · Full text

Natural Sciences, Computer Science, Mathematics +10

The Kernel Recursive Least-Squares Algorithm

Yaakov Engel, Shie Mannor, Ron Meir · IEEE Transactions on Signal Processing · 2004 · 1.1K citations

Computing, Computer Science, Mathematics +17

Explainable Artificial Intelligence (XAI) techniques for energy and power systems: Review, challenges and opportunities

Ram Machlev, Leena Heistrene, M. Perl et al. · Energy and AI · 2022 · 454 citations · Full text

Engineering, Computer Science, Electrical Engineering +11

Robustness and generalization

Huan Xu, Shie Mannor · Machine Learning · 2011 · 373 citations · Full text

Computing, Computer Science, Mathematics +11

Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems

Eyal Even-Dar, Shie Mannor, Yishay Mansour · Journal of Machine Learning Research · 2006 · 373 citations

Business, Mathematics, Decision Theory +10

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