Stuart Russell
Impact in
- Artificial Intelligence top 0.05%
- Reinforcement Learning in Robotics
- Bayesian Modeling and Causal Inference
- AI-based Problem Solving and Planning
- Logic, Reasoning, and Knowledge
- Machine Learning and Algorithms
-
- Video Surveillance and Tracking Methods
- Face and Expression Recognition
- Advanced Image and Video Retrieval Techniques
Papers in
-
- Bayesian Modeling and Causal Inference 48
- AI-based Problem Solving and Planning 42
- Logic, Reasoning, and Knowledge 40
- Machine Learning and Algorithms 28
- Reinforcement Learning in Robotics 24
- Semantic Web and Ontologies 15
- Target Tracking and Data Fusion in Sensor Networks 13
-
- Computability, Logic, AI Algorithms 15
- Co-authors
- Kevin P. Murphy (1 shared paper)Peter Norvig (6 shared papers)Andrew Y. Ng (2 shared papers)Michael I. Jordan (5 shared papers)Eric P. Xing (3 shared papers)Kevin J. Murphy (2 shared papers)Ronald Parr (3 shared papers)Nikunj C. Oza (3 shared papers)
- Journals
- Artificial Intelligence (4 papers)Ethics and Information Technology (3 papers)Machine Learning (2 papers)Nature (2 papers)Critical Criminology (2 papers)
- Partner nations
- United StatesUnited KingdomIreland
In The Last Decade
Stuart Russell
201 papers receiving 15.1k citations
Stuart Russell's Hit Papers
Peers
Comparison fields: 5 of 203
- Artificial Intelligence 10.2k
- Computer Vision and Pattern Recognition 4.1k
- Signal Processing 1.6k
- Management Science and Operations Research 1.4k
- Health Informatics 105
Countries citing papers authored by Stuart Russell
This map shows the geographic impact of Stuart Russell'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 Stuart Russell with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Stuart Russell more than expected).
Fields of papers citing papers by Stuart Russell
This network shows the impact of papers produced by Stuart Russell. 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 Stuart Russell. The network helps show where Stuart Russell may publish in the future.
Co-authors
The 25 scholars most cited alongside Stuart Russell, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 207 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Distance Metric Learning with Application to Clustering with Side-Information Hit paper breakdown → | 2002 | 1989 |
| 2 | Dynamic bayesian networks: representation, inference and learning Hit paper breakdown → | 2002 | 1969 |
| 3 | Artificial Intelligence: A Modern Approach Hit paper breakdown → | 1995 | 1410 |
| 4 | Policy Invariance Under Reward Transformations: Theory and Application to Reward Shaping Hit paper breakdown → | 1999 | 938 |
| 5 | Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks Hit paper breakdown → | 2001 | 922 |
| 6 | Human Compatible: Artificial Intelligence and the Problem of Control Hit paper breakdown → | 2019 | 485 |
| 7 | Reinforcement Learning with Hierarchies of Machines | 1997 | 413 |
| 8 | 2002 | 299 | |
| 9 | 1997 | 283 | |
| 10 | Online Bagging and Boosting | 2001 | 260 |
| 11 | 1991 | 258 | |
| 12 | 2009 | 242 | |
| 13 | Identity Uncertainty and Citation Matching | 2002 | 222 |
| 14 | 2007 | 222 | |
| 15 | Bayesian Q-learning | 1998 | 210 |
| 16 | 1991 | 193 | |
| 17 | 2001 | 192 | |
| 18 | 2004 | 192 | |
| 19 | 1998 | 181 | |
| 20 | 1997 | 177 |
About Stuart Russell
Stuart Russell is a scholar working on Artificial Intelligence, Computational Theory and Mathematics, Management Science and Operations Research, Computer Networks and Communications and Control and Systems Engineering, having authored 207 papers that have together received 16.7k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (48 papers), AI-based Problem Solving and Planning (42 papers), Logic, Reasoning, and Knowledge (40 papers), Machine Learning and Algorithms (28 papers), Reinforcement Learning in Robotics (24 papers), Semantic Web and Ontologies (15 papers), Computability, Logic, AI Algorithms (15 papers) and Target Tracking and Data Fusion in Sensor Networks (13 papers). The work is most often cited by research in Artificial Intelligence (10.2k citations), Computer Vision and Pattern Recognition (4.1k citations), Signal Processing (1.6k citations), Management Science and Operations Research (1.4k citations) and Health Informatics (105 citations). Stuart Russell has collaborated with scholars based in United States, United Kingdom and Ireland. Frequent co-authors include Kevin P. Murphy, Peter Norvig, Andrew Y. Ng, Michael I. Jordan, Eric P. Xing, Kevin J. Murphy, Ronald Parr, Nikunj C. Oza, Shlomo Zilberstein and Bhaskara Marthi. Their work appears in journals such as Artificial Intelligence, Ethics and Information Technology, Machine Learning, Nature and Critical Criminology.
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.