Concepedia

Satinder Singh

SS

114

Publications

20.8K

Citations

51

H-Index

1991

Active since

Affiliations

University of Michigan(Current)

AT&T (United States)

University of Massachusetts Amherst

Massachusetts Institute of Technology

Google (United States)

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

ORCID

Top concepts

Publications per year

1991–2024

114

Publications

114

Policy Gradient Methods for Reinforcement Learning with Function Approximation

Richard S. Sutton, David McAllester, Satinder Singh et al. · 1999 · 5K citations

Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning

Richard S. Sutton, Doina Precup, Satinder Singh · Artificial Intelligence · 1999 · 3.1K citations

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Learning to act using real-time dynamic programming

Andrew G. Barto, Steven J. Bradtke, Satinder Singh · Artificial Intelligence · 1995 · 1.1K citations

, , +7

Near-Optimal Reinforcement Learning in Polynomial Time

Michael Kearns, Satinder Singh · Machine Learning · 2002 · 849 citations · Full text

On the Convergence of Stochastic Iterative Dynamic Programming Algorithms

Tommi Jaakkola, Michael I. Jordan, Satinder Singh · Neural Computation · 1994 · 794 citations

, , +17

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