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Jean Tarbouriech
Jean Tarbouriech
DeepMind
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Title
Cited by
Cited by
Year
Active Exploration in Markov Decision Processes
J Tarbouriech, A Lazaric
International Conference on Artificial Intelligence and Statistics (AISTATS), 2019
422019
Adversarial Attacks on Linear Contextual Bandits
E Garcelon, B Roziere, L Meunier, J Tarbouriech, O Teytaud, A Lazaric, ...
Neural Information Processing Systems (NeurIPS), 2020
332020
No-Regret Exploration in Goal-Oriented Reinforcement Learning
J Tarbouriech, E Garcelon, M Valko, M Pirotta, A Lazaric
International Conference on Machine Learning (ICML), 2020
312020
Stochastic Shortest Path: Minimax, Parameter-Free and Towards Horizon-Free Regret
J Tarbouriech, R Zhou, SS Du, M Pirotta, M Valko, A Lazaric
Neural Information Processing Systems (NeurIPS), 2021
232021
Sample Complexity Bounds for Stochastic Shortest Path with a Generative Model
J Tarbouriech, M Pirotta, M Valko, A Lazaric
Algorithmic Learning Theory (ALT), 2021
132021
Active Model Estimation in Markov Decision Processes
J Tarbouriech, S Shekhar, M Pirotta, M Ghavamzadeh, A Lazaric
Uncertainty in Artificial Intelligence (UAI), 2020
132020
Improved Sample Complexity for Incremental Autonomous Exploration in MDPs
J Tarbouriech, M Pirotta, M Valko, A Lazaric
Neural Information Processing Systems (NeurIPS), 2020
122020
A Provably Efficient Sample Collection Strategy for Reinforcement Learning
J Tarbouriech, M Pirotta, M Valko, A Lazaric
Neural Information Processing Systems (NeurIPS), 2021
92021
Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching
PA Kamienny, J Tarbouriech, A Lazaric, L Denoyer
International Conference on Learning Representations (ICLR), 2022
62022
Adaptive Multi-Goal Exploration
J Tarbouriech, OD Domingues, P Ménard, M Pirotta, M Valko, A Lazaric
International Conference on Artificial Intelligence and Statistics (AISTATS), 2022
22022
Reward-free exploration beyond finite-horizon
J Tarbouriech, M Pirotta, M Valko, A Lazaric
ICML 2020 Workshop on Theoretical Foundations of Reinforcement Learning, 2020
12020
Goal-oriented exploration for reinforcement learning
J Tarbouriech
Université de Lille, 2022
2022
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Articles 1–12