Concepedia

Gergely Neu

GN

28

Publications

1.3K

Citations

19

H-Index

2009

Active since

Affiliations

Universitat Pompeu Fabra(Current)

Budapest University of Technology and Economics

University of Alberta

Institute for Computer Science and Control

Hungarian Academy of Sciences

Gergely Neu is an author at Universitat Pompeu Fabra specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningProbabilityStochastic OptimizationArtificial IntelligenceGame TheoryData ScienceDecision TheoryMathematical Programming

Publications per year

2009–2021

28

Publications

28

Apprenticeship Learning using Inverse Reinforcement Learning and Gradient Methods

Gergely Neu, Csaba Szepesvári · arXiv (Cornell University) · 2012 · 156 citations · Full text

Artificial Intelligence, Inverse Reinforcement Learning, Engineering +14

Efficient learning by implicit exploration in bandit problems with side observations

Tomáš Kocák, Gergely Neu, Michal Vaľko et al. · LillOA (Université de Lille (University Of Lille)) · 2014 · 130 citations · Full text

Online Markov Decision Processes Under Bandit Feedback

Gergely Neu, András György, Csaba Szepesvári et al. · IEEE Transactions on Automatic Control · 2014 · 102 citations · Full text

Engineering, Bandit Feedback, Game Theory +16

A unified view of entropy-regularized Markov decision processes

Gergely Neu, Anders Jönsson, Vicenç Gómez · arXiv (Cornell University) · 2017 · 97 citations · Full text

Artificial Intelligence, Mathematical Programming, Engineering +13

Online Markov Decision Processes under Bandit Feedback

Gergely Neu, András Antos, András György et al. · 2010 · 96 citations

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