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Matthieu Geist

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What Matters In On-Policy Reinforcement Learning? A Large-Scale Empirical Study

Jun 10, 2020
Marcin Andrychowicz, Anton Raichuk, Piotr Stańczyk, Manu Orsini, Sertan Girgin, Raphael Marinier, Léonard Hussenot, Matthieu Geist, Olivier Pietquin, Marcin Michalski, Sylvain Gelly, Olivier Bachem

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Primal Wasserstein Imitation Learning

Jun 08, 2020
Robert Dadashi, Léonard Hussenot, Matthieu Geist, Olivier Pietquin

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Stable and Efficient Policy Evaluation

Jun 06, 2020
Daoming Lyu, Bo Liu, Matthieu Geist, Wen Dong, Saad Biaz, Qi Wang

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Leverage the Average: an Analysis of Regularization in RL

Apr 10, 2020
Nino Vieillard, Tadashi Kozuno, Bruno Scherrer, Olivier Pietquin, Rémi Munos, Matthieu Geist

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On Connections between Constrained Optimization and Reinforcement Learning

Oct 29, 2019
Nino Vieillard, Olivier Pietquin, Matthieu Geist

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Image-Based Place Recognition on Bucolic Environment Across Seasons From Semantic Edge Description

Oct 28, 2019
Assia Benbihi, Matthieu Geist, Cédric Pradalier

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Momentum in Reinforcement Learning

Oct 21, 2019
Nino Vieillard, Bruno Scherrer, Olivier Pietquin, Matthieu Geist

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Credit Assignment as a Proxy for Transfer in Reinforcement Learning

Jul 18, 2019
Johan Ferret, Raphaël Marinier, Matthieu Geist, Olivier Pietquin

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