Roy Fox
Impact in
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- Software Testing and Debugging Techniques
- Control and Systems Engineering top 10%
- Robot Manipulation and Learning
- Traffic control and management
Papers in
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- Reinforcement Learning in Robotics 10
- Machine Learning and Algorithms 3
- Evolutionary Algorithms and Applications 2
- Adversarial Robustness in Machine Learning 2
- Topic Modeling 1
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- Robot Manipulation and Learning 9
- Co-authors
- Ken Goldberg (13 shared papers)Ion Stoica (8 shared papers)Richard Liaw (3 shared papers)Eric Liang (3 shared papers)Philipp Moritz (2 shared papers)Robert Nishihara (2 shared papers)Joseph E. Gonzalez (3 shared papers)Sanjay Krishnan (4 shared papers)
- Journals
- Proceedings of the ACM on Programming Languages (1 paper)International Conference on Learning Representations (1 paper)arXiv (Cornell University) (4 papers)National Conference on Artificial Intelligence (1 paper)International Conference on Machine Learning (2 papers)
- Partner nations
- United StatesIsrael
In The Last Decade
Roy Fox
18 papers receiving 270 citations
Peers
Comparison fields: 5 of 63
- Software 20
- Control and Systems Engineering 83
- Artificial Intelligence 112
- Computer Vision and Pattern Recognition 50
- Hardware and Architecture 15
Countries citing papers authored by Roy Fox
This map shows the geographic impact of Roy Fox'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 Roy Fox with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Roy Fox more than expected).
Fields of papers citing papers by Roy Fox
This network shows the impact of papers produced by Roy Fox. 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 Roy Fox. The network helps show where Roy Fox may publish in the future.
Co-authors
The 25 scholars most cited alongside Roy Fox, 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 | RLlib: Abstractions for Distributed Reinforcement Learning | 2018 | 50 |
| 2 | Ray RLLib: A Composable and Scalable Reinforcement Learning Library | 2017 | 49 |
| 3 | 2019 | 42 | |
| 4 | 2018 | 42 | |
| 5 | 2017 | 28 | |
| 6 | A multi-agent control framework for co-adaptation in brain-computer interfaces | 2013 | 14 |
| 7 | 2019 | 13 | |
| 8 | 2018 | 10 | |
| 9 | 2017 | 10 | |
| 10 | Parametrized Hierarchical Procedures for Neural Programming | 2018 | 7 |
| 11 | Iterative Noise Injection for Scalable Imitation Learning. | 2017 | 5 |
| 12 | A reinforcement learning algorithm with polynomial interaction complexity for only-costly-observable MDPs | 2007 | 2 |
| 13 | Task-Relevant Embeddings for Robust Perception in Reinforcement Learning | 2018 | 2 |
| 14 | 2017 | 2 | |
| 15 | Derivative-Free Failure Avoidance Control for Manipulation using Learned Support Constraints. | 2018 | 2 |
| 16 | Principled Option Learning in Markov Decision Processes | 2016 | 1 |
| 17 | Hierarchical Imitation Learning via Variational Inference of Control Programs | 2018 | 1 |
| 18 | Neural Inference of API Functions from Input–Output Examples | 2018 | 1 |
| 19 | 2018 | 0 |
About Roy Fox
Roy Fox is a scholar working on Artificial Intelligence, Control and Systems Engineering, Biomedical Engineering, Information Systems and Computer Vision and Pattern Recognition, having authored 19 papers that have together received 281 indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (10 papers), Robot Manipulation and Learning (9 papers), Soft Robotics and Applications (3 papers), Machine Learning and Algorithms (3 papers), Evolutionary Algorithms and Applications (2 papers), Software Engineering Research (2 papers), Adversarial Robustness in Machine Learning (2 papers) and Topic Modeling (1 paper). The work is most often cited by research in Software (20 citations), Control and Systems Engineering (83 citations), Artificial Intelligence (112 citations), Computer Vision and Pattern Recognition (50 citations) and Hardware and Architecture (15 citations). Roy Fox has collaborated with scholars based in United States and Israel. Frequent co-authors include Ken Goldberg, Ion Stoica, Richard Liaw, Eric Liang, Philipp Moritz, Robert Nishihara, Joseph E. Gonzalez, Sanjay Krishnan, Michael Laskey and Koushik Sen. Their work appears in journals such as Proceedings of the ACM on Programming Languages, International Conference on Learning Representations, arXiv (Cornell University), National Conference on Artificial Intelligence and International Conference on Machine Learning.
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.