Erwan Le Pennec

activity

20172023

most citedClustering and Model Selection via Penalized Likelihood for Different-sized Categorical Data Vectors

2 citations · 4 across the 4 of their papers we have counts for

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cs.LG2023

Towards Minimax Optimality of Model-based Robust Reinforcement Learning

Pierre Clavier, Erwan Le Pennec, Matthieu Geist

We study the sample complexity of obtaining an $ε$ -optimal policy in \emph{Robust} discounted Markov Decision Processes (RMDPs), given only access to a generative model of the nomi…

cs.LG2018★ 2 cited

A Model-Based Reinforcement Learning Approach for a Rare Disease Diagnostic Task

Rémi Besson, Erwan Le Pennec, Stéphanie Allassonnière +3

In this work, we present our various contributions to the objective of building a decision support tool for the diagnosis of rare diseases. Our goal is to achieve a state of knowle…