Concepedia

Csaba Szepesvári

CS

153

Publications

10.4K

Citations

51

H-Index

1994

Active since

Affiliations

University of Alberta(Current)

Google (United States)

Hungarian Academy of Sciences

Adobe Systems (United States)

Institute for Computer Science and Control

Csaba Szepesvári is an author at University of Alberta specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceStochastic OptimizationData ScienceRobot LearningMathematical ProgrammingGame TheoryProbability

Publications per year

1994–2021

153

Publications

153

Improved Algorithms for Linear Stochastic Bandits

Yasin Abbasi-Yadkori, Dávid Pál, Csaba Szepesvári · 2011 · 911 citations

Convergence Results for Single-Step On-Policy Reinforcement-Learning Algorithms

Satinder Singh, Tommi Jaakkola, Michael L. Littman et al. · Machine Learning · 2000 · 616 citations · Full text

Exploration–exploitation tradeoff using variance estimates in multi-armed bandits

Jean-Yves Audibert, Rémi Munos, Csaba Szepesvári · Theoretical Computer Science · 2009 · 555 citations

Engineering, Exploration–exploitation Tradeoff, Statistics +2

Fast gradient-descent methods for temporal-difference learning with linear function approximation

Richard S. Sutton, Hamid Reza Maei, Doina Precup et al. · 2009 · 528 citations

Artificial Intelligence, Incremental Learning, Engineering +17

Finite-Time Bounds for Fitted Value Iteration

Rémi Munos, Csaba Szepesvári · 2008 · 263 citations

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