Richard S. Sutton - Concepedia

Author

Richard S. Sutton

Also Known As

Maei, Hamid Reza, Mahmood, A. Rupam, R Sutton, R. S. Sutton, R. SUTTON, R. Sutton, R.S. Sutton, Richard S Sutton, Richard S. Sutton, Richard Sutton

279

Publications

67.2K

Citations

H-Index

165

Concepts

All Affiliations

University of Alberta University of Massachusetts Amherst AT&T (United States)

About

Richard S. Sutton is an author at University of Alberta specializing in engineering, artificial intelligence, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	42	70	45.4K
2	Education	11	12	1.6K
3	Health Sciences	6	6	365
4	Business	5	5	505
5	Humanities	1	1	35

Richard S. Sutton

120

Publications

56.7K

Citations

H-Index

Page 1

	Year	Citations
Reinforcement Learning: An Introduction Richard S. Sutton, Andy Barto IEEE Transactions on Neural Networks Artificial IntelligenceEngineeringDeep Reinforcement LearningComputer ScienceRobot Learning	1998	26.8K
Policy Gradient Methods for Reinforcement Learning with Function Approximation Richard S. Sutton, David McAllester, Satinder Singh,	1999	5K
Learning to Predict by the Methods of Temporal Differences Richard S. Sutton Machine Learning EngineeringMachine LearningData ScienceTemporal DifferencesPredictive Analytics	1988	3.9K
Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning Richard S. Sutton, Doina Precup, Satinder Singh Artificial Intelligence Artificial IntelligenceTemporal AbstractionEngineeringStochastic GameGame Theory	1999	3.1K
Learning to predict by the methods of temporal differences Richard S. Sutton Machine Learning EngineeringMachine LearningData ScienceTemporal DifferencesPredictive Analytics	1988	2.8K
Toward a modern theory of adaptive networks: Expectation and prediction. Richard S. Sutton, Andrew G. Barto Psychological Review EngineeringNetwork AnalysisSocial SciencesNetwork DynamicNeural Mechanism	1981	1.5K
Generalization in Reinforcement Learning: Successful Examples Using Sparse Coarse Coding Richard S. Sutton	1995	1.1K
Temporal credit assignment in reinforcement learning Richard S. Sutton ScholarWorks@UMassAmherst (University of Massachusetts Amherst)	1984	778
Dyna, an integrated architecture for learning, planning, and reacting Richard S. Sutton ACM SIGART Bulletin Artificial IntelligenceEngineeringMachine LearningIntelligent SystemsIntegrated Architecture	1991	747
Reinforcement learning with replacing eligibility traces Satinder Singh, Richard S. Sutton Machine Learning Artificial IntelligenceEngineeringMachine LearningDeep Reinforcement LearningEligibility Traces	1996	590

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