Concepedia

Satinder Singh

SS

52

Publications

3K

Citations

27

H-Index

1996

Active since

Affiliations

University of Michigan(Current)

Post Graduate Institute of Medical Education and Research

AT&T (United States)

Syntek Technologies (United States)

Ann Arbor Center for Independent Living

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

Top concepts

EngineeringComputer ScienceGame TheoryRobot LearningMechanism DesignBusinessArtificial IntelligenceGamesData ScienceMachine Learning

Publications per year

1996–2022

52

Publications

52

Graphical Models for Game Theory

Michael Kearns, Michael L. Littman, Satinder Singh · arXiv (Cornell University) · 2013 · 563 citations · Full text

Mathematical Programming, Engineering, Combinatorial Game +18

Nash convergence of gradient dynamics in general-sum games

Satinder Singh, Michael Kearns, Yishay Mansour · 2000 · 253 citations

Reinforcement Learning for Dynamic Channel Allocation in Cellular Telephone Systems

Satinder Singh, Dimitri P. Bertsekas · 1996 · 214 citations

Predictive state representations: a new theory for modeling dynamical systems

Satinder Singh, M. R. James, Matthew Rudary · Uncertainty in Artificial Intelligence · 2004 · 210 citations

Engineering, Observable Outcomes, System-dynamics Matrix +17

Near-Optimal Reinforcement Learning in Polynominal Time

Michael Kearns, Satinder Singh · International Conference on Machine Learning · 1998 · 153 citations

Artificial Intelligence, Engineering, Machine Learning +6

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