Centre Inria de l'Université de Lorraine

output

20072014

most citedImproved Analysis of Kannan's Shortest Lattice Vector Algorithm

136 citations

researchers with a paper here

Nicolas Champagnat2 profiles3 · h 26
Boris Lesner2
B. Scherrer2 · h 26
Claude Kirchner2
Guillaume Bonfante2 · h 17
Jean Lieber2 · h 22
Mathieu Turuani2 · h 16
M. Rusinowitch2 · h 34
Stephan Merz2 profiles2 · h 29
Tigran Avanesov2 · h 8
X. Goaoc2 · h 17
Yannick Chevalier2 · h 16

collaborating institutions

Institut national de recherche en sciences et technologies du numériqueFR26 papers
Laboratoire Lorrain de Recherche en Informatique et ses ApplicationsFR18 papers
Centre National de la Recherche ScientifiqueFR6 papers
Université de LorraineFR4 papers
Université Toulouse III - Paul SabatierFR3 papers
Centre Inria de l'université de BordeauxFR2 papers
Centre Inria de SaclayFR2 papers
École PolytechniqueFR2 papers
Institut de Recherche en Informatique de ToulouseFR2 papers
Institut Élie Cartan de LorraineFR2 papers
Microsoft (United States)US2 papers
University of LuxembourgLU2 papers

Showing cs.LGShow all

2 papers · 1 filter

cs.LG2012★ 15 cited

On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes

Bruno Scherrer, Boris Lesner

We consider infinite-horizon stationary $γ$ -discounted Markov Decision Processes, for which it is known that there exists a stationary optimal policy. Using Value and Policy Iterat…

cs.LG2012★ 24 cited

A Dantzig Selector Approach to Temporal Difference Learning

Matthieu Geist, Bruno Scherrer, Alessandro Lazaric +1

LSTD is a popular algorithm for value function approximation. Whenever the number of features is larger than the number of samples, it must be paired with some form of regularizati…