Risk averse non-stationary multi-armed bandits. - Leo Benac; Frédéric Godin (CoRR, 2021)

Bayesian Inverse Transition Learning for Offline Settings. - Leo Benac; Sonali Parbhoo; Finale Doshi-Velez (CoRR, 2023)

Inverse Transition Learning: Learning Dynamics from Demonstrations. - Leo Benac; Abhishek Sharma; Sonali Parbhoo; Finale Doshi-Velez (CoRR, 2024)

Pruning the Path to Optimal Care: Identifying Systematically Suboptimal Medical Decision-Making with Inverse Reinforcement Learning. - Inko Bovenzi; Adi Carmel; Michael Hu; Rebecca M. Hurwitz; Fiona McBride; Leo Benac; José Roberto Tello-Ayala; Finale Doshi-Velez (CoRR, 2024)

Decision-Point Guided Safe Policy Improvement. - Abhishek Sharma; Leo Benac; Sonali Parbhoo; Finale Doshi-Velez (AISTATS, 2025)