Marc Abeille

According to our database, Marc Abeille authored at least 15 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Near-continuous time Reinforcement Learning for continuous state-action spaces.

Lorenzo Croissant, Marc Abeille, Bruno Bouchard

Proceedings of the International Conference on Algorithmic Learning Theory, 2024

2023

Diffusive Limit Approximation of Pure-Jump Optimal Stochastic Control Problems.

Marc Abeille, Bruno Bouchard, Lorenzo Croissant

J. Optim. Theory Appl., 2023

2022

Jointly Efficient and Optimal Algorithms for Logistic Bandits.

Louis Faury, Marc Abeille, Kwang-Sung Jun, Clément Calauzènes

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Regret Bounds for Generalized Linear Bandits under Parameter Drift.

Louis Faury, Yoan Russac, Marc Abeille, Clément Calauzènes

CoRR, 2021

A Technical Note on Non-Stationary Parametric Bandits: Existing Mistakes and Preliminary Solutions.

Louis Faury, Yoan Russac, Marc Abeille, Clément Calauzènes

Proceedings of the Algorithmic Learning Theory, 2021

Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits.

Marc Abeille, Louis Faury, Clément Calauzènes

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Improved Optimistic Algorithms for Logistic Bandits.

Louis Faury, Marc Abeille, Clément Calauzènes, Olivier Fercoq

Proceedings of the 37th International Conference on Machine Learning, 2020

Real-Time Optimisation for Online Learning in Auctions.

Lorenzo Croissant, Marc Abeille, Clément Calauzènes

Proceedings of the 37th International Conference on Machine Learning, 2020

Efficient Optimistic Exploration in Linear-Quadratic Regulators via Lagrangian Relaxation.

Marc Abeille, Alessandro Lazaric

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Thompson Sampling in Non-Episodic Restless Bandits.

Young Hun Jung, Marc Abeille, Ambuj Tewari

CoRR, 2019

2018

Thresholding the virtual value: a simple method to increase welfare and lower reserve prices in online auction systems.

Thomas Nedelec, Marc Abeille, Clément Calauzènes, Noureddine El Karoui, Benjamin Heymann, Vianney Perchet

CoRR, 2018

Explicit shading strategies for repeated truthful auctions.

Marc Abeille, Clément Calauzènes, Noureddine El Karoui, Thomas Nedelec, Vianney Perchet

CoRR, 2018

Improved Regret Bounds for Thompson Sampling in Linear Quadratic Control Problems.

Marc Abeille, Alessandro Lazaric

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Thompson Sampling for Linear-Quadratic Control Problems.

Marc Abeille, Alessandro Lazaric

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

Linear Thompson Sampling Revisited.

Marc Abeille, Alessandro Lazaric

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017