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Matteo Pirotta

Layered State Discovery for Incremental Autonomous Exploration

Feb 07, 2023
Liyu Chen, Andrea Tirinzoni, Alessandro Lazaric, Matteo Pirotta

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On the Complexity of Representation Learning in Contextual Linear Bandits

Dec 19, 2022
Andrea Tirinzoni, Matteo Pirotta, Alessandro Lazaric

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Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees

Oct 24, 2022
Andrea Tirinzoni, Matteo Papini, Ahmed Touati, Alessandro Lazaric, Matteo Pirotta

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* Accepted at Neurips 2022

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Privacy Amplification via Shuffling for Linear Contextual Bandits

Dec 11, 2021
Evrard Garcelon, Kamalika Chaudhuri, Vianney Perchet, Matteo Pirotta

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Differentially Private Exploration in Reinforcement Learning with Linear Representation

Dec 07, 2021
Paul Luyo, Evrard Garcelon, Alessandro Lazaric, Matteo Pirotta

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