Guy Lever
Impact in
- Artificial Intelligence top 2%
- Reinforcement Learning in Robotics
- Artificial Intelligence in Games
- Evolutionary Algorithms and Applications
- Machine Learning and Algorithms
- Adversarial Robustness in Machine Learning
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- Advanced Bandit Algorithms Research
Papers in
-
- Reinforcement Learning in Robotics 6
- Machine Learning and Algorithms 6
- Evolutionary Algorithms and Applications 3
- Gaussian Processes and Bayesian Inference 2
- Co-authors
- Thore Graepel (6 shared papers)Joel Z. Leibo (4 shared papers)Wojciech Marian Czarnecki (2 shared papers)Max Jaderberg (2 shared papers)Nicolas Sonnerat (2 shared papers)John Shawe‐Taylor (4 shared papers)Peter Sunehag (3 shared papers)Audrūnas Gruslys (1 shared paper)
- Journals
- Theoretical Computer Science (1 paper)Journal of Machine Learning Research (1 paper)Science (1 paper)Lecture notes in computer science (1 paper)International Conference on Artificial Intelligence and Statistics (1 paper)
- Partner nations
- United KingdomAustraliaCanada
In The Last Decade
Guy Lever
16 papers receiving 882 citations
Guy Lever's Hit Papers
Peers
Comparison fields: 5 of 83
- Artificial Intelligence 653
- Management Science and Operations Research 104
- Computational Theory and Mathematics 116
- Computer Networks and Communications 144
- Computational Mathematics 3
Countries citing papers authored by Guy Lever
This map shows the geographic impact of Guy Lever'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 Guy Lever with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Guy Lever more than expected).
Fields of papers citing papers by Guy Lever
This network shows the impact of papers produced by Guy Lever. 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 Guy Lever. The network helps show where Guy Lever may publish in the future.
Co-authors
The 25 scholars most cited alongside Guy Lever, 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 | Human-level performance in 3D multiplayer games with population-based reinforcement learning Hit paper breakdown → | 2019 | 392 |
| 2 | 2018 | 265 | |
| 3 | 2012 | 44 | |
| 4 | Conditional mean embeddings as regressors | 2012 | 43 |
| 5 | Modelling transition dynamics in MDPs with RKHS embeddings | 2012 | 28 |
| 6 | Predicting the Labelling of a Graph via Minimum $p$-Seminorm Interpolation. | 2009 | 26 |
| 7 | 2010 | 22 | |
| 8 | Online Prediction on Large Diameter Graphs | 2008 | 21 |
| 9 | Modelling Policies in MDPs in Reproducing Kernel Hilbert Space | 2015 | 19 |
| 10 | 2019 | 11 | |
| 11 | Approximate Newton methods for policy search in Markov decision processes | 2016 | 9 |
| 12 | 2016 | 7 | |
| 13 | 2019 | 7 | |
| 14 | 2011 | 7 | |
| 15 | 2019 | 6 | |
| 16 | 2019 | 6 |
About Guy Lever
Guy Lever is a scholar working on Artificial Intelligence, Computer Networks and Communications, Statistical and Nonlinear Physics, Computational Theory and Mathematics and Management Science and Operations Research, having authored 16 papers that have together received 913 indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (6 papers), Machine Learning and Algorithms (6 papers), Evolutionary Algorithms and Applications (3 papers), Markov Chains and Monte Carlo Methods (2 papers), Complexity and Algorithms in Graphs (2 papers), Gaussian Processes and Bayesian Inference (2 papers), Model Reduction and Neural Networks (2 papers) and Advanced Bandit Algorithms Research (2 papers). The work is most often cited by research in Artificial Intelligence (653 citations), Management Science and Operations Research (104 citations), Computational Theory and Mathematics (116 citations), Computer Networks and Communications (144 citations) and Computational Mathematics (3 citations). Guy Lever has collaborated with scholars based in United Kingdom, Australia and Canada. Frequent co-authors include Thore Graepel, Joel Z. Leibo, Wojciech Marian Czarnecki, Max Jaderberg, Nicolas Sonnerat, John Shawe‐Taylor, Peter Sunehag, Audrūnas Gruslys, Vinícius Zambaldi and Marc Lanctot. Their work appears in journals such as Theoretical Computer Science, Journal of Machine Learning Research, Science, Lecture notes in computer science and International Conference on Artificial Intelligence and Statistics.
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.