Concepedia

Ronald Ortner

RO

20

Publications

1.7K

Citations

16

H-Index

2006

Active since

Affiliations

Montanuniversität Leoben(Current)

Centre Inria de l'Université de Lille

Université de Lille

Ronald Ortner is an author at Montanuniversität Leoben specializing in computer science, engineering, and game theory.

Top concepts

EngineeringComputer ScienceGame TheoryProbabilityDecision TheoryManagementRobot LearningStochastic OptimizationUncertainty QuantificationEducation

Publications per year

2006–2020

20

Publications

20

Near-optimal Regret Bounds for Reinforcement Learning

Thomas Jaksch, Ronald Ortner, Peter Auer · 2010 · 707 citations

UCB revisited: Improved regret bounds for the stochastic multi-armed bandit problem

Peter Auer, Ronald Ortner · Periodica Mathematica Hungarica · 2010 · 287 citations

Regret Bounds, Engineering, Stochastic Optimization +7

Near-optimal Regret Bounds for Reinforcement Learning

Peter Auer, Thomas Jaksch, Ronald Ortner · 2008 · 171 citations

Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes

Peter Auer, Pratik Gajane, Ronald Ortner · 2019 · 101 citations

Engineering, Stochastic Optimization, Uncertainty Quantification +11

Online Regret Bounds for Undiscounted Continuous Reinforcement Learning

Ronald Ortner, Daniil Ryabko · arXiv (Cornell University) · 2013 · 44 citations · Full text

Sublinear Regret Bounds, Upper Confidence Bounds, Stochastic Game +15

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