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Adaptive Multi-Goal Exploration


Nov 23, 2021
Jean Tarbouriech, Omar Darwiche Domingues, Pierre Ménard, Matteo Pirotta, Michal Valko, Alessandro Lazaric

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Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching


Oct 27, 2021
Pierre-Alexandre Kamienny, Jean Tarbouriech, Alessandro Lazaric, Ludovic Denoyer

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Stochastic Shortest Path: Minimax, Parameter-Free and Towards Horizon-Free Regret


Apr 22, 2021
Jean Tarbouriech, Runlong Zhou, Simon S. Du, Matteo Pirotta, Michal Valko, Alessandro Lazaric

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Improved Sample Complexity for Incremental Autonomous Exploration in MDPs


Dec 29, 2020
Jean Tarbouriech, Matteo Pirotta, Michal Valko, Alessandro Lazaric

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* NeurIPS 2020 

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A Provably Efficient Sample Collection Strategy for Reinforcement Learning


Jul 13, 2020
Jean Tarbouriech, Matteo Pirotta, Michal Valko, Alessandro Lazaric

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Active Model Estimation in Markov Decision Processes


Mar 06, 2020
Jean Tarbouriech, Shubhanshu Shekhar, Matteo Pirotta, Mohammad Ghavamzadeh, Alessandro Lazaric

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Adversarial Attacks on Linear Contextual Bandits


Feb 11, 2020
Evrard Garcelon, Baptiste Roziere, Laurent Meunier, Jean Tarbouriech, Olivier Teytaud, Alessandro Lazaric, Matteo Pirotta

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No-Regret Exploration in Goal-Oriented Reinforcement Learning


Jan 30, 2020
Jean Tarbouriech, Evrard Garcelon, Michal Valko, Matteo Pirotta, Alessandro Lazaric

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Active Exploration in Markov Decision Processes


Feb 28, 2019
Jean Tarbouriech, Alessandro Lazaric

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