Concepedia

Alexander L. Strehl

AL

27

Publications

3.3K

Citations

22

H-Index

1999

Active since

Affiliations

Rutgers, The State University of New Jersey(Current)

The University of Texas at Austin

Yahoo (United States)

Alexander L. Strehl is an author at Rutgers, The State University of New Jersey specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData ScienceArtificial IntelligenceRobot LearningDecision TheoryKnowledge DiscoveryMathematical ProgrammingManagement

Publications per year

1999–2012

27

Publications

27

Impact of Similarity Measures on Web-page Clustering

Alexander L. Strehl, Joydeep Ghosh, Raymond J. Mooney · 2000 · 662 citations

An analysis of model-based Interval Estimation for Markov Decision Processes

Alexander L. Strehl, Michael L. Littman · Journal of Computer and System Sciences · 2008 · 442 citations

Engineering, Uncertainty Quantification, Management +8

PAC model-free reinforcement learning

Alexander L. Strehl, Lihong Li, Eric Wiewiora et al. · 2006 · 409 citations

Artificial Intelligence, Model-free Learning, Engineering +11

Cluster ensembles: a knowledge reuse framework for combining partitionings

Alexander L. Strehl, Joydeep Ghosh · National Conference on Artificial Intelligence · 2002 · 321 citations

Cluster Computing, Cluster Ensembles, Document Clustering +15

Reinforcement Learning in Finite MDPs: PAC Analysis

Alexander L. Strehl, Lihong Li, Michael L. Littman · Journal of Machine Learning Research · 2009 · 199 citations

Mathematical Programming, Near-optimal Behavior, Machine Learning +13

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