Rémi Munos

Unifying count-based exploration and intrinsic motivation

Marc G. Bellemare, Sriram Srinivasan, Georg Ostrovski et al. · Neural Information Processing Systems · 2016 · 669 citations

Artificial Intelligence, Engineering, Machine Learning +21

Learning to reinforcement learn

Jane X. Wang, Zeb Kurth‐Nelson, Dhruva Tirumala et al. · arXiv (Cornell University) · 2016 · 379 citations · Full text

Artificial Intelligence, Large Ai Model, 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

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

Mathematical Programming, Option Pricing, Engineering +9

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 · 91 citations

Mathematical Programming, Engineering, Stochastic Optimal Control +16