Boris Lesner

Publication Activity (10 Years)

Years Active: 2010-2015
Publications (10 Years): 2

Top Topics

Policy Iteration

Markov Decision Processes

Infinite Horizon

Top Venues

J. Mach. Learn. Res.

University of Caen Normandy, France (PHD)

Education History

University of Caen Normandy, France

PHD

Publications

Bruno Scherrer, Mohammad Ghavamzadeh, Victor Gabillon, Boris Lesner, Matthieu Geist
Approximate modified policy iteration and its application to the game of Tetris. J. Mach. Learn. Res. 16 (2015)
Boris Lesner, Bruno Scherrer
Non-Stationary Approximate Modified Policy Iteration. ICML (2015)
Boris Lesner, Bruno Scherrer
Tight Performance Bounds for Approximate Modified Policy Iteration with Non-Stationary Policies CoRR (2013)
Bruno Scherrer, Boris Lesner
On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes CoRR (2012)
Bruno Scherrer, Boris Lesner
On the Use of Non-Stationary Policies for Stationary Infinite-Horizon Markov Decision Processes. NIPS (2012)
Boris Lesner, Bruno Zanuttini
Efficient Policy Construction for MDPs Represented in Probabilistic PDDL. ICAPS (2011)
Boris Lesner, Bruno Zanuttini
Handling Ambiguous Effects in Action Learning. EWRL (2011)
Boris Lesner, Bruno Zanuttini
Résolution exacte et approchée de problèmes de décision markoviens formulés en logique propositionnelle. Rev. d'Intelligence Artif. 24 (2) (2010)
Boris Lesner, Romain Brixtel, Cyril Bazin, Guillaume Bagan
A novel framework to detect source code plagiarism: now, students have to work for real! SAC (2010)
Romain Brixtel, Mathieu Fontaine, Boris Lesner, Cyril Bazin, Romain Robbes
Language-Independent Clone Detection Applied to Plagiarism Detection. SCAM (2010)