Abeille, Marc

11 publications

ALT 2025 When and Why Randomised Exploration Works (in Linear Bandits) Marc Abeille, David Janz, Ciara Pike-Burke

ALT 2024 Near-Continuous Time Reinforcement Learning for Continuous State-Action Spaces Lorenzo Croissant, Marc Abeille, Bruno Bouchard

AISTATS 2022 Jointly Efficient and Optimal Algorithms for Logistic Bandits Louis Faury, Marc Abeille, Kwang-Sung Jun, Clement Calauzenes

AISTATS 2021 Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits Marc Abeille, Louis Faury, Clement Calauzenes

ALT 2021 A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions Louis Faury, Yoan Russac, Marc Abeille, Clément Calauzènes

ICML 2020 Efficient Optimistic Exploration in Linear-Quadratic Regulators via Lagrangian Relaxation Marc Abeille, Alessandro Lazaric

ICML 2020 Improved Optimistic Algorithms for Logistic Bandits Louis Faury, Marc Abeille, Clement Calauzenes, Olivier Fercoq

ICML 2020 Real-Time Optimisation for Online Learning in Auctions Lorenzo Croissant, Marc Abeille, Clement Calauzenes

ICML 2018 Improved Regret Bounds for Thompson Sampling in Linear Quadratic Control Problems Marc Abeille, Alessandro Lazaric

AISTATS 2017 Linear Thompson Sampling Revisited Marc Abeille, Alessandro Lazaric

AISTATS 2017 Thompson Sampling for Linear-Quadratic Control Problems Marc Abeille, Alessandro Lazaric