An Efficient Algorithm for Cooperative Semi-Bandits. - Riccardo Della Vecchia; Tommaso Cesari (ALT, 2021)

Two-Sided Matching Markets in the ELLIS 2020 PhD Program. - Maximilian Mordig; Riccardo Della Vecchia (CoRR, 2021)

Multi-Sided Matching Markets with Consistent Preferences and Cooperative Partners. - Maximilian Mordig; Riccardo Della Vecchia; Nicolò Cesa-Bianchi; Bernhard Schölkopf (CoRR, 2021)

Entropy Regularized Reinforcement Learning with Cascading Networks. - Riccardo Della Vecchia; Alena Shilova; Philippe Preux; Riad Akrour (CoRR, 2022)

Online Instrumental Variable Regression: Regret Analysis and Bandit Feedback. - Riccardo Della Vecchia; Debabrota Basu (CoRR, 2023)

AdaStop: sequential testing for efficient and reliable comparisons of Deep RL Agents. - Timothée Mathieu; Riccardo Della Vecchia; Alena Shilova; Matheus Centa de Medeiros; Hector Kohler; Odalric-Ambrym Maillard; Philippe Preux (CoRR, 2023)

Cooperative Online Learning with Feedback Graphs. - Nicolò Cesa-Bianchi; Tommaso Cesari; Riccardo Della Vecchia (Trans. Mach. Learn. Res., 2024)

AdaStop: adaptive statistical testing for sound comparisons of Deep RL agents. - Timothée Mathieu; Matheus Centa; Riccardo Della Vecchia; Hector Kohler; Alena Shilova; Odalric-Ambrym Maillard; Philippe Preux (Trans. Mach. Learn. Res., 2024)

Stochastic Online Instrumental Variable Regression: Regrets for Endogeneity and Bandit Feedback. - Riccardo Della Vecchia; Debabrota Basu (AAAI, 2025)