Satinder Singh
- Artificial Intelligence top 0.05%
- Reinforcement Learning in Robotics 75
- Machine Learning and Algorithms 20
- Evolutionary Algorithms and Applications 16
- Bayesian Modeling and Causal Inference 11
- Speech and dialogue systems 10
- Topic Modeling 7
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- Advanced Bandit Algorithms Research 15
- Auction Theory and Applications 11
- Computational Theory and Mathematics top 0.2%
- Control and Systems Engineering top 0.5%
- Co-authors
- Richard S. SuttonDoina PrecupYishay MansourDavid McAllesterMichael KearnsAndrew G. BartoTommi JaakkolaMichael I. Jordan
- Cited by
- Artificial IntelligenceManagement Science and Operations ResearchComputational Theory and Mathematics
- Journals
- Machine Learning (8 papers)Artificial Intelligence (3 papers)Topics in Cognitive Science (2 papers)
- Partner nations
- United StatesIndiaUnited Kingdom
In The Last Decade
Satinder Singh
140 papers receiving 10.3k citations
Hit Papers
Peers
Comparison fields: 5 of 192
- Artificial Intelligence 7.5k
- Management Science and Operations Research 1.5k
- Computational Theory and Mathematics 1.4k
- Control and Systems Engineering 1.8k
- Computer Vision and Pattern Recognition 1.3k
Countries citing papers authored by Satinder Singh
This map shows the geographic impact of Satinder Singh'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 Satinder Singh with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Satinder Singh more than expected).
Fields of papers citing papers by Satinder Singh
This network shows the impact of papers produced by Satinder Singh. 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 Satinder Singh. The network helps show where Satinder Singh may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Satinder Singh, 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 | 2025 | 0 | |
| 2 | 2024 | 1 | |
| 3 | A Self-Tuning Actor-Critic Algorithm | 2020 | 2 |
| 4 | Meta-Gradient Reinforcement Learning with an Objective Discovered Online | 2020 | 2 |
| 5 | Commitment semantics for sequential decision making under reward uncertainty | 2016 | 6 |
| 6 | 2015 | 0 | |
| 7 | Abstraction Selection in Model-based Reinforcement Learning | 2015 | 15 |
| 8 | Reward Mapping for Transfer in Long-Lived Agents | 2013 | 2 |
| 9 | Variance-based rewards for approximate Bayesian reinforcement learning | 2010 | 15 |
| 10 | Where Do Rewards Come From | 2009 | 62 |
| 11 | Building incomplete but accurate models | 2008 | 3 |
| 12 | Relational knowledge with predictive state representations | 2007 | 7 |
| 13 | Off-policy Learning with Options and Recognizers | 2005 | 5 |
| 14 | Reinforcement learning of hierarchical skills on the sony aibo robot | 2005 | 13 |
| 15 | 2002 | 2 | |
| 16 | Empirical Evaluation of a Reinforcement Learning Spoken Dialogue System | 2000 | 29 |
| 17 | Eligibility Traces for Off-Policy Policy Evaluation | 2000 | 172 |
| 18 | Cobot in LambdaMOO: A Social Statistics Agent | 2000 | 41 |
| 19 | Experimental Results on Learning Stochastic Memoryless Policies for Partially Observable Markov Decision Processes | 1998 | 6 |
| 20 | Reinforcement Learning with Soft State Aggregation | 1994 | 149 |
About Satinder Singh
Satinder Singh is a scholar working on Artificial Intelligence, Management Science and Operations Research and Complementary and Manual Therapy, having authored 150 papers that have together received 11.2k indexed citations. Recurring topics across this work include Reinforcement Learning in Robotics (75 papers), Machine Learning and Algorithms (20 papers), Evolutionary Algorithms and Applications (16 papers), Advanced Bandit Algorithms Research (15 papers), Auction Theory and Applications (11 papers), Bayesian Modeling and Causal Inference (11 papers), Speech and dialogue systems (10 papers) and Topic Modeling (7 papers). The work is most often cited by research in Artificial Intelligence (7.5k citations), Management Science and Operations Research (1.5k citations) and Computational Theory and Mathematics (1.4k citations). Satinder Singh has collaborated with scholars based in United States, India and United Kingdom. Frequent co-authors include Richard S. Sutton, Doina Precup, Yishay Mansour, David McAllester, Michael Kearns, Andrew G. Barto, Tommi Jaakkola, Michael I. Jordan, Steven J. Bradtke and Richard L. Lewis. Their work appears in journals such as Machine Learning, Artificial Intelligence, Topics in Cognitive Science, Journal of Artificial Intelligence Research and Folia Phoniatrica et Logopaedica.
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.