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Csaba Szepesvári | Researchclopedia

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Csaba Szepesvári

University of Alberta ORCID

471

Works

16,580

Citations

57

h-index

177

i10-index

Research Topics

Advanced Bandit Algorithms Research Reinforcement Learning in Robotics Machine Learning and Algorithms

Affiliations

Eötvös Loránd University2007–2007

Boston University2019–2019

Microsoft (United States)2014–2014

Google (United States)2018–2021

University of Alberta2007–2025

Top Works

Bandit Based Monte-Carlo Planning

Levente Kocsis,Csaba Szepesvári

20062,833 citations

Optimization and Search Problems

Auction Theory and Applications

Improved Algorithms for Linear Stochastic Bandits

Yasin Abbasi-Yadkori,Dávid Pál,et al.

2011912 citations

Bandit Algorithms

Tor Lattimore,Csaba Szepesvári

2020824 citations

Algorithms for Reinforcement Learning

Csaba Szepesvári

2010750 citations

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

Satinder Singh,Tommi Jaakkola,et al.

2000618 citations

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

Jean-Yves Audibert,Rémi Munos,et al.

2009558 citations

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

Richard S. Sutton,Hamid Reza Maei,et al.

2009529 citations

Finite-Time Bounds for Fitted Value Iteration

Rémi Munos,Csaba Szepesvári

2008263 citations

Learning with a Strong Adversary

Ruitong Huang,Bing Xu,et al.

2015263 citations