Rémi Munos

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Publications

Citations

1.9K

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Active since

2005

Affiliations

Institut national de recherche en sciences et technologies du numérique(Current)

Centre Inria de l'Université de Lille

University of Alberta

Rémi Munos is an author at Institut national de recherche en sciences et technologies du numérique specializing in reinforcement learning, reinforcement learning foundations, and computer science.

Publications per year

2005–2026

Publications

Unifying count-based exploration and intrinsic motivation

Marc G. Bellemare, Sriram Srinivasan, Georg Ostrovski et al. · Neural Information Processing Systems · 2016 · 679 citations

Computing, Behavioral Sciences, Computer Science +17

Learning to reinforcement learn

Jane X. Wang, Zeb Kurth‐Nelson, Dhruva Tirumala et al. · arXiv (Cornell University) · 2016 · 380 citations · Full text

Computing, Computer Science, Neuroscience +10

Efficient learning by implicit exploration in bandit problems with side observations

Tomáš Kocák, Gergely Neu, Michal Valko et al. · ArXiv.org · 2026 · 130 citations · Full text

Computing, Computer Science, Algorithms +15

Numerical Methods for the Pricing of Swing Options: A Stochastic Control Approach

Christophe Barrera-Esteve, Florent Bergeret, Charles Dossal et al. · Methodology And Computing In Applied Probability · 2006 · 96 citations · Full text

Business, Finance, Financial Management +14

Sensitivity Analysis Using Itô--Malliavin Calculus and Martingales, and Application to Stochastic Optimal Control

Emmanuel Gobet, Rémi Munos · SIAM Journal on Control and Optimization · 2005 · 92 citations

Business, Finance, Mathematics +17

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