Satinder Singh - Concepedia

Author

Satinder Singh

Also Known As

Dr. Satinder Singh, Pineau, Joelle, S P Singh, S. Singh, Saksham Singh, Satinder P Singh, Satinder P. Singh, Satinder Pal Singh, Satinder Singh, Satinder Pal Singh

259

Publications

22.4K

Citations

H-Index

175

Concepts

All Affiliations

University of Michigan AT&T (United States)University of Massachusetts Amherst Massachusetts Institute of Technology Google (United States)

About

Satinder Singh is an author at University of Michigan specializing in engineering, artificial intelligence, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	31	48	8.8K
2	Business	10	11	876
3	Education	6	6	1.2K
4	Arts	2	2	82
5	Health Sciences	2	2	73

Satinder Singh

114

Publications

20.8K

Citations

H-Index

Page 1

	Year	Citations
Policy Gradient Methods for Reinforcement Learning with Function Approximation Richard S. Sutton, David McAllester, Satinder Singh,	1999	5K
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 act using real-time dynamic programming Andrew G. Barto, Steven J. Bradtke, Satinder Singh Artificial Intelligence Artificial IntelligenceReal-time Dynamic ProgrammingEngineeringMachine LearningAutonomous Learning	1995	1.1K
Near-Optimal Reinforcement Learning in Polynomial Time Michael Kearns, Satinder Singh Machine Learning	2002	849
On the Convergence of Stochastic Iterative Dynamic Programming Algorithms Tommi Jaakkola, Michael I. Jordan, Satinder Singh Neural Computation Mathematical ProgrammingArtificial IntelligenceEngineeringMachine LearningValue Function Approximation	1994	794
Convergence Results for Single-Step On-Policy Reinforcement-Learning Algorithms Satinder Singh, Tommi Jaakkola, Michael L. Littman, Machine Learning	2000	616
Reinforcement learning with replacing eligibility traces Satinder Singh, Richard S. Sutton Machine Learning Artificial IntelligenceEngineeringMachine LearningDeep Reinforcement LearningEligibility Traces	1996	590
Orthodontics: Current Principles and Techniques Satinder Singh, Sanjeev Kumar Verma The Journal of Indian Orthodontic Society Orthodontic TreatmentOrthopaedic SurgeryOrthodontic Research	2017	478
Eligibility Traces for Off-Policy Policy Evaluation Doina Precup, Richard S. Sutton, Satinder Singh ScholarWorks@UMassAmherst (University of Massachusetts Amherst)	2000	458
Action-Conditional Video Prediction using Deep Networks in Atari Games Junhyuk Oh, Xiaoxiao Guo, Honglak Lee, arXiv (Cornell University) Action-conditional Video PredictionDeep Partial ObservabilityMachine VisionMachine LearningEngineering	2015	446

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