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Gaujal, Bruno
5 publications
COLT
2025
Logarithmic Regret of Exploration in Average Reward Markov Decision Processes
Victor Boone
,
Bruno Gaujal
AISTATS
2023
Identification of Blackwell Optimal Policies for Deterministic MDPs
Victor Boone
,
Bruno Gaujal
ICML
2023
The Regret of Exploration and the Control of Bad Episodes in Reinforcement Learning
Victor Boone
,
Bruno Gaujal
TMLR
2022
Learning Algorithms for Markovian Bandits:\\Is Posterior Sampling More Scalable than Optimism?
Nicolas Gast
,
Bruno Gaujal
,
Kimang Khun
NeurIPS
2022
Reinforcement Learning in a Birth and Death Process: Breaking the Dependence on the State Space
Jonatha Anselmi
,
Bruno Gaujal
,
Louis-Sébastien Rebuffi