publications

2023

1. ICML

   The Regret of Exploration and the Control of Bad Episodes in Reinforcement Learning

   Victor Boone, and Bruno Gaujal

   In Proceedings of the 40th International Conference on Machine Learning, Jul 2023

   Bib HTML PDF

   @inproceedings{pmlr-v202-boone23a,
     title = {The Regret of Exploration and the Control of Bad Episodes in Reinforcement Learning},
     author = {Boone, Victor and Gaujal, Bruno},
     booktitle = {Proceedings of the 40th International Conference on Machine Learning},
     pages = {2824--2856},
     year = {2023},
     editor = {Krause, Andreas and Brunskill, Emma and Cho, Kyunghyun and Engelhardt, Barbara and Sabato, Sivan and Scarlett, Jonathan},
     volume = {202},
     series = {Proceedings of Machine Learning Research},
     month = jul,
     publisher = {PMLR},
     url = {https://proceedings.mlr.press/v202/boone23a.html}
   }

2. AISTATS

   Identification of Blackwell Optimal Policies for Deterministic MDPs

   Victor Boone, and Bruno Gaujal

   In International Conference on Artificial Intelligence and Statistics, Apr 2023

   Bib HTML PDF

   @inproceedings{boone2023identification,
     title = {Identification of Blackwell Optimal Policies for Deterministic MDPs},
     author = {Boone, Victor and Gaujal, Bruno},
     booktitle = {International Conference on Artificial Intelligence and Statistics},
     pages = {7392--7424},
     year = {2023},
     month = apr,
     organization = {PMLR}
   }

2019

1. WINE

   From Darwin to Poincaré and von Neumann: Recurrence and cycles in evolutionary and algorithmic game theory

   Victor Boone, and Georgios Piliouras

   In Web and Internet Economics: 15th International Conference, WINE 2019, New York, NY, USA, December 10–12, 2019, Proceedings 15, Apr 2019

   Bib HTML PDF

   @inproceedings{boone2019darwin,
     title = {From Darwin to Poincar{\'e} and von Neumann: Recurrence and cycles in evolutionary and algorithmic game theory},
     author = {Boone, Victor and Piliouras, Georgios},
     booktitle = {Web and Internet Economics: 15th International Conference, WINE 2019, New York, NY, USA, December 10--12, 2019, Proceedings 15},
     pages = {85--99},
     year = {2019},
     organization = {Springer}
   }