Shie Mannor
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- Advanced Bandit Algorithms Research 67
- Auction Theory and Applications 20
- Game Theory and Applications 18
- Artificial Intelligence top 0.2%
- Reinforcement Learning in Robotics 77
- Machine Learning and Algorithms 39
- Computer Networks and Communications top 0.5%
- Error Correcting Code Techniques 22
- Optimization and Search Problems 22
- Signal Processing top 1%
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- Advanced Wireless Communication Techniques 22
- Co-authors
- Reuven Y. RubinsteinDirk P. KroesePieter-Tjerk de BoerRon MeirYaakov EngelWarren J. GrossJohn N. TsitsiklisHuan Xu
- Cited by
- Management Science and Operations ResearchArtificial IntelligenceComputer Networks and Communications
- Journals
- Mathematics of Operations Research (10 papers)Journal of Machine Learning Research (8 papers)IEEE Transactions on Signal Processing (6 papers)
- Partner nations
- IsraelUnited StatesCanada
In The Last Decade
Shie Mannor
247 papers receiving 8.2k citations
Hit Papers
Peers
Comparison fields: 5 of 193
- Management Science and Operations Research 1.6k
- Artificial Intelligence 3.9k
- Computer Networks and Communications 1.6k
- Computer Vision and Pattern Recognition 1.4k
- Signal Processing 707
Countries citing papers authored by Shie Mannor
This map shows the geographic impact of Shie Mannor's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Shie Mannor with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Shie Mannor more than expected).
Fields of papers citing papers by Shie Mannor
This network shows the impact of papers produced by Shie Mannor. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Shie Mannor. The network helps show where Shie Mannor may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Shie Mannor, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2023 | 0 | |
| 2 | Nonlinear Distributional Gradient Temporal-Difference Learning | 2019 | 2 |
| 3 | Ensemble Robustness and Generalization of Stochastic Deep Learning Algorithms | 2018 | 1 |
| 4 | End-to-End Differentiable Adversarial Imitation Learning | 2017 | 30 |
| 5 | 2016 | 20 | |
| 6 | Scaling Up Approximate Value Iteration with Options: Better Policies with Fewer Iterations | 2014 | 20 |
| 7 | How hard is my MDP?" The distribution-norm to the rescue" | 2014 | 11 |
| 8 | Combining a Gauss-Markov model and Gaussian process for traffic prediction in Dublin city center | 2014 | 11 |
| 9 | Robust Logistic Regression and Classification | 2014 | 61 |
| 10 | Policy Gradients Beyond Expectations: Conditional Value-at-Risk. | 2014 | 11 |
| 11 | Opportunistic Strategies for Generalized No-Regret Problems | 2013 | 2 |
| 12 | Online PCA for Contaminated Data | 2013 | 24 |
| 13 | More Is Better: Large Scale Partially-supervised Sentiment Classication | 2012 | 2 |
| 14 | Does an Efficient Calibrated Forecasting Strategy Exist | 2011 | 2 |
| 15 | Committing Bandits | 2011 | 3 |
| 16 | Online Learning with Global Cost Functions | 2009 | 12 |
| 17 | Online learning with expert advice and finite-horizon constraints | 2008 | 4 |
| 18 | Regularized Policy Iteration | 2008 | 53 |
| 19 | Action Elimination and Stopping Conditions for the Multi-Armed Bandit and Reinforcement Learning Problems | 2006 | 148 |
| 20 | Action elimination and stopping conditions for reinforcement learning | 2003 | 12 |
About Shie Mannor
Shie Mannor is a scholar working on Management Science and Operations Research, Artificial Intelligence and Statistics and Probability, having authored 252 papers that have together received 8.7k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (77 papers), Advanced Bandit Algorithms Research (67 papers), Machine Learning and Algorithms (39 papers), Error Correcting Code Techniques (22 papers), Advanced Wireless Communication Techniques (22 papers), Optimization and Search Problems (22 papers), Auction Theory and Applications (20 papers) and Game Theory and Applications (18 papers). The work is most often cited by research in Management Science and Operations Research (1.6k citations), Artificial Intelligence (3.9k citations) and Computer Networks and Communications (1.6k citations). Shie Mannor has collaborated with scholars based in Israel, United States and Canada. Frequent co-authors include Reuven Y. Rubinstein, Dirk P. Kroese, Pieter-Tjerk de Boer, Ron Meir, Yaakov Engel, Warren J. Gross, John N. Tsitsiklis, Huan Xu, Constantine Caramanis and Huan Xu. Their work appears in journals such as Mathematics of Operations Research, Journal of Machine Learning Research, IEEE Transactions on Signal Processing, IEEE Transactions on Automatic Control and IEEE Transactions on Information Theory.
Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.