Guy Lever
Impact in
- Artificial Intelligence top 2%
- Reinforcement Learning in Robotics
- Artificial Intelligence in Games
- Evolutionary Algorithms and Applications
- Adversarial Robustness in Machine Learning
- Machine Learning and Algorithms
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- Advanced Bandit Algorithms Research
Papers in
-
- Reinforcement Learning in Robotics 6
- Machine Learning and Algorithms 5
- 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)Peter Sunehag (3 shared papers)Karl Tuyls (1 shared paper)Vinícius Zambaldi (1 shared paper)
- Journals
- Theoretical Computer Science (1 paper)Science (1 paper)Journal of Machine Learning Research (1 paper)UCL Discovery (University College London) (3 papers)arXiv (Cornell University) (2 papers)
- Partner nations
- United KingdomAustraliaCanada
In The Last Decade
Guy Lever
15 papers receiving 764 citations
Guy Lever's Hit Papers
Peers
Comparison fields: 5 of 83
- Artificial Intelligence 571
- Management Science and Operations Research 90
- Computational Theory and Mathematics 107
- Computer Networks and Communications 133
- Computer Vision and Pattern Recognition 91
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 | 349 |
| 2 | 2018 | 229 | |
| 3 | Conditional mean embeddings as regressors | 2012 | 41 |
| 4 | 2012 | 39 | |
| 5 | Modelling transition dynamics in MDPs with RKHS embeddings | 2012 | 28 |
| 6 | Predicting the Labelling of a Graph via Minimum $p$-Seminorm Interpolation. | 2009 | 23 |
| 7 | Modelling Policies in MDPs in Reproducing Kernel Hilbert Space | 2015 | 19 |
| 8 | Online Prediction on Large Diameter Graphs | 2008 | 18 |
| 9 | 2019 | 11 | |
| 10 | 2011 | 7 | |
| 11 | 2019 | 6 | |
| 12 | Approximate Newton methods for policy search in Markov decision processes | 2016 | 6 |
| 13 | 2019 | 6 | |
| 14 | 2016 | 6 | |
| 15 | 2019 | 4 |
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 15 papers that have together received 792 indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (6 papers), Machine Learning and Algorithms (5 papers), Evolutionary Algorithms and Applications (3 papers), Markov Chains and Monte Carlo Methods (2 papers), Advanced Bandit Algorithms Research (2 papers), Complexity and Algorithms in Graphs (2 papers), Gaussian Processes and Bayesian Inference (2 papers) and Model Reduction and Neural Networks (2 papers). The work is most often cited by research in Artificial Intelligence (571 citations), Management Science and Operations Research (90 citations), Computational Theory and Mathematics (107 citations), Computer Networks and Communications (133 citations) and Computer Vision and Pattern Recognition (91 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, Peter Sunehag, Karl Tuyls, Vinícius Zambaldi, Audrūnas Gruslys and Marc Lanctot. Their work appears in journals such as Theoretical Computer Science, Science, Journal of Machine Learning Research, UCL Discovery (University College London) and arXiv (Cornell University).
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.