Concepedia

Özgür Şimşek

ÖŞ

22

Publications

1.4K

Citations

18

H-Index

2001

Active since

Affiliations

University of Massachusetts Amherst(Current)

University of Bath

Max Planck Institute for Human Development

European Central Bank

Bank of England

Özgür Şimşek is an author at University of Massachusetts Amherst specializing in engineering, business, and cognitive science.

Top concepts

EngineeringBusinessCognitive ScienceComputer ScienceData ScienceArtificial IntelligenceDecision TheoryGame TheoryRobot LearningDecision Science

Publications per year

2001–2024

22

Publications

22

Identifying useful subgoals in reinforcement learning by local graph partitioning

Özgür Şimşek, Alicia P. Wolfe, Andrew G. Barto · 2005 · 241 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

Using relative novelty to identify useful temporal abstractions in reinforcement learning

Özgür Şimşek, Andrew G. Barto · 2004 · 177 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Skill Characterization Based on Betweenness

Özgür Şimşek, André Sales Barreto · Neural Information Processing Systems · 2008 · 128 citations

Artificial Intelligence, Engineering, Intelligent Systems +19

Navigating networks by using homophily and degree

Özgür Şimşek, David Jensen · Proceedings of the National Academy of Sciences · 2008 · 116 citations · Full text

Engineering, Network Analysis, Communication +18

Using relational knowledge discovery to prevent securities fraud

Jennifer Neville, Özgür Şimşek, David Jensen et al. · 2005 · 113 citations

Fraud Detection, Business Intelligence, Information Security +17

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