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Amaury Gouverneur
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Thompson sampling regret bounds for contextual bandits with sub-Gaussian rewards
A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, M Skoglund
2023 IEEE International Symposium on Information Theory (ISIT), 1306-1311, 2023
62023
An information-theoretic analysis of bayesian reinforcement learning
A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, M Skoglund
2022 58th Annual Allerton Conference on Communication, Control, and …, 2022
42022
Optimal intermittent particle filter
A Aspeel, A Gouverneur, RM Jungers, B Macq
IEEE Transactions on Signal Processing 70, 2814-2825, 2022
22022
Chained Information-Theoretic bounds and Tight Regret Rate for Linear Bandit Problems
A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, M Skoglund
arXiv preprint arXiv:2403.03361, 2024
12024
Optimal measurement budget allocation for particle filtering
A Aspeel, A Gouverneur, RM Jungers, M Benoît
2020 IEEE International Conference on Image Processing (ICIP), 1-5, 2020
12020
An Information-Theoretic Analysis of Thompson Sampling for Logistic Bandits
A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, M Skoglund
arXiv preprint arXiv:2412.02861, 2024
2024
Information-Theoretic Minimax Regret Bounds for Reinforcement Learning based on Duality
R Bongole, A Gouverneur, B Rodríguez-Gálvez, TJ Oechtering, ...
arXiv preprint arXiv:2410.16013, 2024
2024
An Information-Theoretic Analysis of Thompson Sampling with Infinite Action Spaces
A Gouverneur, B Rodrıguez-Gálvez, TJ Oechtering, M Skoglund
" Optimal measurement times for particle filtering and its application in mobile tumor tracking
A Gouverneur, B Macq
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Articles 1–9