Stuart Russell
- Artificial Intelligence top 0.05%
- Bayesian Modeling and Causal Inference 43
- Logic, Reasoning, and Knowledge 31
- AI-based Problem Solving and Planning 30
- Reinforcement Learning in Robotics 24
- Machine Learning and Algorithms 23
- Bayesian Methods and Mixture Models 12
- Target Tracking and Data Fusion in Sensor Networks 12
- Semantic Web and Ontologies 12
- Signal Processing top 0.5%
- General Decision Sciences top 5%
- Co-authors
- Kevin P. MurphyAndrew Y. NgPeter NorvigMichael I. JordanEric P. XingRonald ParrNikunj C. OzaShlomo Zilberstein
- Journals
- Artificial Intelligence (4 papers)Ethics and Information Technology (3 papers)Machine Learning (2 papers)
- Partner nations
- United StatesUnited KingdomIreland
In The Last Decade
Stuart Russell
172 papers receiving 11.5k citations
Hit Papers
Peers
Comparison fields: 5 of 201
- Artificial Intelligence 7.8k
- Computer Vision and Pattern Recognition 3.2k
- Signal Processing 1.2k
- Management Science and Operations Research 1.1k
- General Decision Sciences 110
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-authorship network
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
| # | Work | ||
|---|---|---|---|
| 1 | 2024 | 3 | |
| 2 | 2017 | 124 | |
| 3 | Neural Block Sampling. | 2017 | 1 |
| 4 | A smart-dumb/dumb-smart algorithm for efficient split-merge MCMC | 2015 | 2 |
| 5 | First-order open-universe POMDPs | 2014 | 8 |
| 6 | Partially Observable Sequential Decision Making for Problem Selection in an Intelligent Tutoring System. | 2011 | 11 |
| 7 | Global seismic monitoring as probabilistic inference | 2010 | 7 |
| 8 | On some tractable cases of logical filtering | 2006 | 3 |
| 9 | A compact, hierarchically optimal Q-function decomposition | 2006 | 3 |
| 10 | Efficient belief-state AND-OR search, with application to Kriegspiel | 2005 | 16 |
| 11 | Logical filtering | 2003 | 24 |
| 12 | Distance Metric Learning with Application to Clustering with Side-Informationbreakdown → | 2002 | 1730 |
| 13 | 1997 | 19 | |
| 14 | Object identification in a Bayesian context | 1997 | 125 |
| 15 | Feasibility Study of Fully Automated Vehicles Using Decision-theoretic Control | 1997 | 2 |
| 16 | Reinforcement Learning with Hierarchies of Machines | 1997 | 343 |
| 17 | Approximating optimal policies for partially observable stochastic domains | 1995 | 98 |
| 18 | Control strategies for a stochastic planner | 1994 | 31 |
| 19 | How long will it take | 1992 | 17 |
| 20 | A Logical Approach to Reasoning by Analogy | 1987 | 46 |
About Stuart Russell
Stuart Russell is a scholar working on Artificial Intelligence, Computational Mathematics and Management Science and Operations Research, having authored 179 papers that have together received 12.8k indexed citations. Recurring topics across this work include Bayesian Modeling and Causal Inference (43 papers), Logic, Reasoning, and Knowledge (31 papers), AI-based Problem Solving and Planning (30 papers), Reinforcement Learning in Robotics (24 papers), Machine Learning and Algorithms (23 papers), Bayesian Methods and Mixture Models (12 papers), Target Tracking and Data Fusion in Sensor Networks (12 papers) and Semantic Web and Ontologies (12 papers). The work is most often cited by research in Artificial Intelligence (7.8k citations), Computer Vision and Pattern Recognition (3.2k citations) and Signal Processing (1.2k citations). Stuart Russell has collaborated with scholars based in United States, United Kingdom and Ireland. Frequent co-authors include Kevin P. Murphy, Andrew Y. Ng, Peter Norvig, Michael I. Jordan, Eric P. Xing, Ronald Parr, Nikunj C. Oza, Shlomo Zilberstein, Bhaskara Marthi and Songhwai Oh. Their work appears in journals such as Artificial Intelligence, Ethics and Information Technology, Machine Learning, Critical Criminology and Nature.
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.