Concepedia

Sridhar Mahadevan

SM

Statistics

Publications

85

Citations

6K

H-Index

38

Active since

1985

Affiliations

University of Massachusetts Amherst(Current)

Michigan State University

Mount Holyoke College

University of South Florida

Sridhar Mahadevan is an author at University of Massachusetts Amherst specializing in engineering, computer science, and data science.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceArtificial IntelligenceRobot LearningIntelligent SystemsMathematical ProgrammingDecision TheorySystems Engineering

Publications per year

1985–2023

85

Publications

85

Recent Advances in Hierarchical Reinforcement Learning

Andrew G. Barto, Sridhar Mahadevan · Discrete Event Dynamic Systems · 2003 · 1K citations

Average reward reinforcement learning: Foundations, algorithms, and empirical results

Sridhar Mahadevan · Machine Learning · 1996 · 401 citations · Full text

Artificial Intelligence, Empirical Results, Stochastic Game +2

Recent Advances in Hierarchical Reinforcement Learning

Andrew G. Barto, Sridhar Mahadevan · Discrete Event Dynamic Systems · 2003 · 288 citations

Manifold alignment using Procrustes analysis

Chang Wang, Sridhar Mahadevan · 2008 · 259 citations

Engineering, Machine Learning, Geometry +23

Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes

Sridhar Mahadevan, Mauro Maggioni · ScholarWorks@UMassAmherst (University of Massachusetts Amherst) · 2007 · 255 citations

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